| 1 |
Anishamol Abraham |
Innovate assessment method |
: Conducted course based modulewise quizzes in www.examonline.today (LMS) for the subject CGIP (S6 CSE B&C). |
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| 2 |
Anishamol Abraham |
Innovate assessment method |
: Rubric-Based Evaluation for miniproject(web/app development). |
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| 3 |
Anishamol Abraham |
Innovate assessment method |
: Simulation-Based Project Assessments-Eg) MATLAB for image processing task implementation(S6 CSE B&C). |
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| 4 |
Anishamol Abraham |
Innovate assessment method |
: Viva Voce conducted for lab courses through LMS- Networking lab(S6 CSE C). |
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| 5 |
Anishamol Abraham |
Innovate assessment method |
: Oracle academy course given for lab courses- DBMS lab and OOP lab as an assessment-S5 CSE B, S3 CSE C. |
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| 6 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
: Given an assignment to students for creating a video of executing any small AI application code with their own audio explanation of code and its running features with good clarity in voice for the subject Artificial Intelligence (S7 CSE A). |
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| 7 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
: Micro Project-Based Learning for the course CGIP in the various image processing applications and done video demonstration of the work(S6 CSE B & C). |
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| 8 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
: Industry-Academia Integrated Learning- offered Oracle Academy course on SQL
for S5 CSE B and course on Java fundamentals for S3 CSE C. |
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| 9 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
: LMS- www.examonline.today for conducting quizzes and other lab program evaluation- S5 CSE B, S3 CSE C, S6 CSE B &C. |
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| 10 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
: Virtual Lab sessions using matlab conducted for image processing tasks familiarization with Dr.Kumar S N as the resource person |
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| 11 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
: Peer Teaching and Collaborative Learning- AI(CST401) for S7 CSE A : course based topic’s class was taken by bright students in the class and discussion on the topic was done among other students. |
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| 12 |
Dr. Nimi Ann Vincent |
Innovate assessment method |
Misconception Analysis and Concept Validation in Geotechnical Investigation : Students were organized into teams and assigned a series of True/False statements related to key concepts in Soil Mechanics. Each team critically analysed the assigned statement to determine whether it was correct or represented a misconception and justified their conclusions using relevant technical concepts and evidence. Teams presented their analyses through oral presentations supported by visual materials. Assessment was conducted using a pre-shared rubric through a combination of peer evaluation and faculty evaluation |
Strengthen conceptual understanding of fundamental Soil Mechanics principles. Identify and correct common misconceptions in geotechnical engineering. Develop critical thinking and evidence-based reasoning skills. Enhance technical communication and presentation abilities. Promote collaborative learning and reflective practice through peer assessment. |
Team-based collaborative learning Misconception-driven instruction Problem-based learning Presentation-based assessment Rubric-guided evaluation Peer assessment and faculty assessment Reflective learning and feedback |
Students reported that the activity enhanced their understanding of complex Soil Mechanics concepts and helped them recognise common misconceptions. The peer assessment component encouraged active participation, critical evaluation, and constructive feedback. Students appreciated the opportunity to improve their presentation and technical communication skills. |
The activity significantly improved students' conceptual clarity and ability to apply theoretical knowledge to practical geotechnical scenarios. Students demonstrated enhanced analytical thinking, technical reasoning, and effective use of engineering terminology. The integration of peer and faculty assessments increased student engagement, accountability, and reflection, resulting in improved learning outcomes and communication skills. |
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| 13 |
Jessymol George |
Innovate assessment method |
housing project : As part of subject CET303 Design of Concrete structures, students of 3rd year CE monitoring the consruction and material quality checking od one house in Koovappally |
To provide students with practical, hands-on experience in building construction, fostering technically sound civil engineers equipped for sustainable practices. |
Phase 1: Substructure & Foundation (Ground Leveling to Plinth), Phase 2: Superstructure (Plinth to Roof Level), Phase 3: Finishing & Services (MEP to Handover) |
Participating in this housing project from initial ground leveling to final handover bridged the gap between academic theory and practical site execution. Watching design calculations transform into physical structures provided invaluable insights into site management, quality assurance, safety compliance, and labor coordination. |
Bridge Between Theory and Practical Execution, Mastery of Site Testing & Quality Control (QC), Understanding Construction Workflows & Scheduling, Resource & Material Management Awareness: Bridge the academics to Site reality |
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| 14 |
Jessymol George |
Innovate assessment method |
Site visit to bridge Gap : As part of Teaching civil engineering drawing visit the truss work. stairs and DR masonry in our campus |
Exposure to Industry Standards & Workflows, Awareness of Safety & Compliance, Identifying Real-World Problems |
Facility selection, On-Site Execution (Active Engagement), Post-Visit Evaluation |
Survey Questions for Students, Q & A sessions |
Bridge gap, Problem identifications, Solution of real site problem |
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| 15 |
Amal K Jose |
Innovate assessment method |
Tech-Intro : Group-wise Seminar Presentation on emerging technologies. |
Improve presentation Skill, Self learning ability, reduce stage fear etc |
Individual and group assessment with peer review |
Helped to improve learning skill |
They have prepared well and done presentation. And it helped to improve their confidence level. |
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| 16 |
Amal K Jose |
Innovate assessment method |
: Certification with virtual protracted assessment with Individual assessment with leading learning platform - Infosys Springboard |
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| 17 |
Amal K Jose |
Innovate assessment method |
: CodeBreak - A logic & code building assessment with practical experiment done in groups and peer review system |
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| 18 |
Amal K Jose |
Innovative Pedagogical initiatives |
: Implementation of Live project with stipulated time span with in the classroom. Given a topic to all groups and given 1hour to do a complete project from the scratch |
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| 19 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: 23ITT309-Management for Software Engineers -
"Modern Management Control in Software Projects: A Student-Led Interactive Seminar" |
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| 20 |
Navyamol K T |
Innovative Pedagogical initiatives |
: Tech Creator Challenge & Educational YouTube Channel: Students created and published videos on C Programming concepts. |
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| 21 |
Navyamol K T |
Innovative Pedagogical initiatives |
: AI-Powered LinkedIn Posts: Students wrote and shared informative posts using AI tools, boosting professional communication skills. |
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| 22 |
Navyamol K T |
Innovative Pedagogical initiatives |
: Resume Building Program: Organized a resume design workshop using Canva for first-year students to enhance employability skills. |
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| 23 |
Navyamol K T |
Innovative Pedagogical initiatives |
: Frame Animation Activity: Integrated animation-based learning for better concept visualization |
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| 24 |
Navyamol K T |
Innovative Pedagogical initiatives |
: Industry Expert Classes: Organized 3 online sessions with industry professionals to expose students to real-world trends |
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| 25 |
Navyamol K T |
Innovate assessment method |
: Designed micro-projects for each lab to encourage hands-on application of concepts and assess problem-solving skills. |
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| 26 |
Navyamol K T |
Innovate assessment method |
: Conducted course quizzes (2 per lab) to reinforce continuous learning. |
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| 27 |
Navyamol K T |
Innovate assessment method |
: Encouraged completion of a minimum of 2 MOOC certifications per student per semester, promoting self-paced learning. Evidence includes quiz results, project reports, and certificates. |
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| 28 |
Navyamol K T |
Innovate assessment method |
: Conducted group-based role plays to simulate operations on data structures using real-world examples, helping students better understand the introduction to data structures through experiential learning. |
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| 29 |
Navyamol K T |
Innovative Pedagogical initiatives |
: From Semester 1 onward, initiated a Holistic Student Growth Plan, forming 10 student groups, each with a unique team name, logo, and five-year vision.
– Conducted weekly group-based activities during placement or activity hours, focusing on areas such as:
Current Affairs
Narration & Presentation
College Infrastructure Awareness
Books & Films Discussions
Recreational Learning through Games
Academic Revision
Scenario-Based Manners Practice
Logical Reasoning & Puzzles
Technology Updates
Social Awareness & Human Values
– Established a structured feedback mechanism, where teams review each other's performance, highlight key outcomes, and submit reports for reflection and improvement. |
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| 30 |
Dr. Kumar S N |
Innovate assessment method |
: API-2024-2025-24ESC130- Basics of Electrical and Electronics Engineering, 24MNC120 – Design and Engineering-Project Expo |
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| 31 |
Dr. Kumar S N |
Innovate assessment method |
: API-2024-2025-
23CST284 – Mathematics for Machine Learning -Project Expo |
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| 32 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: APi-2024-2025-EET438 – Energy Storage Systems- Mini Project |
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| 33 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: 24EET205-Electromagnetic Theory-Module 1 Reinforcement Teaching Aids- Coordinate Systems |
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| 34 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: 24EET205- Electromagnetic Theory- Module 1- Divergence, Curl, Gradient |
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| 35 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: 24EET205- Electromagnetic Theory-Module 1-Divergence Theorem |
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| 36 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: 24EET205- Electromagnetic Theory-Module 1: Stokes Theorem |
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| 37 |
Anu Rose Joy |
Innovative Pedagogical initiatives |
: This course introduces students to basic Oracle Cloud Infrastructure concepts. This course teaches students Oracle Cloud Infrastructure terminology and focuses on the four main ideas of ‘Core Infrastructure’, ‘Database’, ‘Solutions, Platform and Edge’, and‘Governance and Administration’ through lesson slides, corresponding videos and demonstrations, hands on labs, and midterm and final exams. Oracle Academy provides you with free access to the Oracle Cloud Platform which is a comprehensive, standards-based combination of Oracle and open source technologies that enable users to efficiently build, deploy, integrate, secure, and manage enterprise applications. Students must be the age of legal majority in their country of residence to receive a Cloud account.
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| 38 |
Anu Rose Joy |
Innovative Pedagogical initiatives |
: Examonline.today. It uses Moodle—an extremely popular open-source learning management system—for delivering educational content, including quizzes, assignments, and possibly virtual lab components |
Ensure uniform distribution of lab exercises, code samples, and debugging tasks across all student batches.Use structured Viva Voce questions to test students on core concepts, complexity analysis, and edge cases alongside coding. |
Using Assignment activities for collecting continuous evaluations, project reports, and virtual lab documentation |
Having viva questions and sample programs uploaded beforehand removes ambiguity about what will be evaluated. |
Students transition faster from passive code copying to active code reading, execution tracing, and logical reasoning. |
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http://examonline.today/my/courses.php |
| 39 |
Dr. Kumar S N |
Innovate assessment method |
23ITT309-Management for Software Engineers-Assignment 1, Chart Preparation on the real-world case study : Students conducted an industry-oriented comparative case study on Agile software development practices adopted by leading Indian IT service companies such as Infosys, Cognizant (CTS), and TCS. The assignment required students to analyze company profiles, Agile implementation strategies, service delivery models, client engagement practices, challenges in Agile adoption, and best practices for managing Agile at scale. This assessment promoted industry exposure, analytical thinking, and application of software engineering concepts to real-world organizations. |
To understand Agile software development practices followed by leading IT organizations. To analyze software process models and Agile implementation in real industrial environments. To develop research, analytical, and comparative evaluation skills. To enhance understanding of software project management and client engagement models. To improve technical communication and industry readiness through case-study-based learning. |
Industry case study-based assessment. Comparative analysis of Infosys, Cognizant (CTS), and TCS. Literature review using company reports, websites, and technical resources. Analysis of Agile methodologies, service delivery models, and project management practices. Technical report preparation with comparative evaluation. Rubric-based assessment focusing on understanding, analysis, technical accuracy, and presentation. |
Students found the assignment highly relevant to current software industry practices. The comparative study improved their understanding of Agile methodologies, software development processes, and large-scale project management. Students appreciated learning from real-world case studies, which enhanced their analytical, research, and communication skills while increasing awareness of industry expectations. |
The innovative assessment strengthened students' knowledge of Agile software development, software process models, and project management in large IT organizations. It enhanced critical thinking, research aptitude, and the ability to compare industry practices. The activity bridged the gap between classroom learning and industrial applications, improving students' preparedness for internships and software engineering careers. |
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| 40 |
Minu Cherian |
Innovative Pedagogical initiatives |
: Project based learning for Foundations of computer science (Game Development) |
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| 41 |
Minu Cherian |
Innovative Pedagogical initiatives |
: Project Based Learning for Compiler Design |
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| 42 |
Minu Cherian |
Innovate assessment method |
: Asses the complier lab questions through examOnline today |
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http://examonline.today/user/index.php?id=10992 |
| 43 |
Lida K Kuriakose |
Innovate assessment method |
: Group Activity with Podcast - Assignment III was given as a group activity where students in groups discussed the various private cloud applications and created a podcast using AI tool |
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| 44 |
Lida K Kuriakose |
Innovative Pedagogical initiatives |
: Blended learning in Cloud Computing- Made students attend an online course on Cloud Computing(Oracle Cloud Infrastructure Foundation I) for better understanding of concepts |
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| 45 |
Niya Joseph |
Innovate assessment method |
Two-Pass Assembler Project : Create a project to
construct a two-pass
assembler with GUI.
Students can use any
programming language
to implement this for
the subject subject
System Software ( S5 CSE ) |
To enable students to apply system software concepts by designing and implementing a functional two-pass assembler. |
Students developed a GUI-based two-pass assembler that performs lexical analysis, symbol table generation, address resolution, and object code generation, followed by demonstration and evaluation of the system. |
Students found the project valuable in understanding assembler design, symbol table management, and the practical implementation of system software concepts. |
The project enhanced students' understanding of assembler construction, software design, problem-solving, and GUI-based application development while providing hands-on experience with core system software principles. |
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| 46 |
Niya Joseph |
Innovative Pedagogical initiatives |
Video Demonstration of AI Application : Given an assignment to
students for creating a
video of executing any
small AI application
code with your own
audio explanation of
code and its running
features with good
clarity in voice for the
subject Artificial
Intelligence (S7 CSE B) |
To enhance students' practical understanding of Artificial Intelligence concepts through implementation, demonstration, and technical communication. |
Students implemented a small AI application, recorded its execution, and presented a video with clear audio narration explaining the code, functionality, and results. |
Students found the activity engaging and helpful in improving their coding, presentation, and conceptual understanding of AI techniques. |
The activity strengthened students' practical AI skills, technical communication abilities, and confidence in explaining and demonstrating AI-based solutions. |
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| 47 |
Dr. Femy M Makkar |
Innovate assessment method |
: A.Y: 2025-26,
Subject: CET415 Environmental Impact Assessment (S7 Open elective),
Students engaged in a group activity where they designed a mock project and applied the Environmental Impact Assessment (EIA) process to it. They collaboratively identified potential environmental impacts, proposed mitigation measures, and summarized their findings in a presentation. This method promotes experiential learning, critical thinking, teamwork, and the practical application of EIA concepts beyond traditional assessments. |
To assess students' ability to apply the EIA process practically, beyond theoretical understanding. To develop critical thinking in identifying environmental impacts and proposing feasible mitigation measures. To build teamwork and communication skills through collaborative project design and presentation. |
Students formed groups and conceptualized a mock project (e.g., infrastructure, industrial, or urban development scenario). Each group applied the EIA framework: screening, scoping, impact identification, and mitigation planning for their proposed project. Findings were consolidated and presented to peers and faculty, followed by discussion/Q&A. Faculty evaluated groups on completeness of impact assessment, feasibility of mitigation measures, and quality of presentation. |
Students responded well to the mock EIA project, finding it a more engaging and practical way to apply concepts compared to traditional written assessments. Designing their own project and working through the full EIA process — from impact identification to mitigation planning — helped them understand how the framework functions in real decision-making. Group work and presentations also strengthened teamwork and communication skills. |
Students demonstrated stronger applied understanding of the EIA process compared to conventional theory-based assessment. Enhanced critical thinking and decision-making skills in evaluating environmental trade-offs and mitigation feasibility. Improved teamwork and presentation/communication competencies. |
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| 48 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
: A.Y: 2025-26.
subject: 23CET305 Geotechnical Engineering II (S5CE).
As part of an innovative teaching–learning initiative, a field visit was organized to the retaining wall construction site at AJCE. The primary objective of this activity was to bridge classroom knowledge with real-world application by exposing students to on-site construction practices. |
To expose students to real-world construction practices for retaining walls, complementing classroom-taught design theory. To help students observe and connect theoretical concepts (earth pressure, drainage, reinforcement, stability) with actual site execution. To build awareness of practical challenges and construction sequencing not typically covered in lecture-based teaching. |
field visit was organized to an active retaining wall construction site within AJCE campus. Students observed construction stages, materials, reinforcement detailing, drainage arrangements, and backfilling procedures on site. Faculty/site personnel explained design-to-construction linkages, addressing student queries during the visit. Students were encouraged to relate observed practices back to theoretical concepts covered in the course (e.g., type of retaining wall, earth pressure considerations, factors of safety). |
Students found the field visit valuable in connecting classroom concepts to real construction practice. Observing an active retaining wall site helped them understand practical aspects like reinforcement detailing, drainage arrangements, and construction sequencing that are difficult to grasp through lectures alone. |
Improved student understanding of the practical execution of retaining wall systems, beyond theoretical design. Strengthened ability to relate classroom concepts to real construction practice, supporting CO attainment at the Apply/Analyze level. Increased student engagement, with exposure to real site constraints (space, sequencing, quality control) not addressed in typical lecture/tutorial settings. |
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| 49 |
Bini M Issac |
Innovative Pedagogical initiatives |
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| 50 |
Bini M Issac |
Innovate assessment method |
: Individual assignment given for CST 309 Management of Software Systems. Each student was tasked with identifying a real-world software system idea based on design thinking principles. The goal was to apply user-centric design to conceptualize a solution, define its scope, and prepare a detailed Software Requirements Specification (SRS) document. |
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| 51 |
Dr. K G Satheeshkumar |
Innovate assessment method |
Innovative teaching learning process : Three assignment, one Quiz, Group presentation, Simulation assignment made student to learn recent industrial standard software- Verilog |
To enhance the students communication skill, To learn in Group works(team), Leadership quality . |
Offline class and presentation by students monitored by me |
Very Good |
They could reduced their stage fear |
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| 52 |
Praseeda B Nair |
Innovate assessment method |
: Students submitted application-based projects for the Analog Circuit assignment. Projects were selected based on relevance and social impact. All students successfully implemented the hardware and submitted brief reports. Full marks were awarded for the project |
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| 53 |
Dr. Femy M Makkar |
Innovate assessment method |
: A.Y: 2024-25.
subject: CET322 Geotechnical Investigation (S6CE).
Students were assessed through e-poster making, where they visually presented key concepts using digital tools. This method enhanced creativity, conceptual clarity, and digital communication skills while encouraging concise and effective knowledge presentation. |
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| 54 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
: A.Y:2024-25.
Subject : 23CET204 Geotechnical Engineering I (S4 CE).
Conducted Virtual lab sessions on Geotechnical Engineering using simulation software to reinforce practical concepts, enabling students to perform experiments remotely and gain hands-on experience digitally. |
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| 55 |
Dr. Jayasree P K |
Innovate assessment method |
Teaching , learning and assessment through presentation of case studies in the subject , CHT418 Solid Waste Management : Subject - CHT418 Solid Waste Management ( S8 CH Elective)
Conducted seminar on Case studies and it is evaluated as an assignment |
Improve the presentation skill and knowledge in the subject |
Self Learning and Innovative assessment |
Academic performance is improved |
Academic performance of students in the subject ,CHT418 is improved |
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| 56 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
: A.Y:2024-25.
Subject: Environmental Engineering (S8 CE)
Field Visit to Sewage Treatment Plant: Organized an industrial visit to AJCE sewage treatment plant to provide experiential learning about wastewater management processes and connect classroom theory with real-world applications. |
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| 57 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
: A.Y:2024-25.
Subject: Design of Steel Structures (S8CE).
Hands-on Training on Tekla Structures Software: Organized a hands-on training session on Tekla Structures software to develop student skills in 3D modeling and detailing of structures, enhancing employability and technical proficiency. |
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| 58 |
Dr. Joby George |
Innovative Pedagogical initiatives |
: EXPERIENTIAL LEARNING, PEER GROUP STUDY, SEMINAR PRESENTATION, OPEN BOOK EXAM-MET305 (Industrial & Systems Engineering) -Course taught on 2024-25 Odd semester |
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| 59 |
Jincy Lukose |
Innovate assessment method |
CASE STUDY -Exploring Data Analytics through Case Studies: Recommender Systems, Social Media Analytics, and Customer Retention Modeling : Case study-based learning was adopted to enhance students' understanding of real-world data analytics applications. Students analyzed practical scenarios involving recommender systems, social media analytics, and customer retention models using data analytics techniques. |
Apply data analytics concepts to real-world business problems. Develop analytical and problem-solving skills through case studies. Improve data interpretation and decision-making abilities. |
Case study-based learning. Group discussion and collaborative analysis. Dataset exploration and interpretation. Problem-based learning (PBL). |
The activity improved their understanding of data analytics concepts, enhanced teamwork, and increased confidence in applying analytical techniques to solve practical problems. |
The activity significantly improved students' analytical thinking, problem-solving abilities, and understanding of industry-oriented data analytics applications |
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| 60 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
: A.Y:2024-25.
Subject: 23CET204 Geothecinical Engineering-I
Hands-on Workshop on determination of Soil Properties: The workshop aimed to provide practical exposure to students on the fundamental properties of soil, essential for geotechnical engineering applications. |
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| 61 |
Jojo Saju |
Innovative Pedagogical initiatives |
: Interactive session arranged / Coordinated with Thermal Solutions For Real World Challenges Mr. Sabu Thomas Kelachandra Dy.General Manager NLC 19-02-2025 with S4 ME |
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| 62 |
Rosamma Sebastian |
Innovative Pedagogical initiatives |
One minute Talk : Students are advised to give a talk for one minute in the subject area |
Focus on encouragement rather than criticism. Positive feedback helps students feel safer and more confident |
Experimental Learning |
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| 63 |
Jojo Saju |
Innovative Pedagogical initiatives |
: EXPERT LECTURE : KNOW THE INDUSTRY
Expert talk by Mr. Manu Moses Jacob, Data Analyst , Brampton, Ontario, Canada for the students on industry awareness
Events/9J9W7D |
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| 64 |
Jincy Lukose |
Innovate assessment method |
COMPUTER NETWORK LAB : Quizzory -online quizz -Quizizz was used as an innovative online assessment tool in the Computer Network Lab to conduct quizzes after each lab experiment |
Assess students' understanding of networking concepts after each lab session. Identify learning gaps and provide remedial support. • Promote continuous assessment and self-learning. |
Quizizz-based online quizzes after each experiment. |
Instant feedback helped them identify mistakes immediately, improve their understanding of networking concepts, and prepare better for practical examinations. |
Increased student participation and motivation during lab sessions. |
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| 65 |
Jojo Saju |
Innovate assessment method |
: Interactive session arranged / Coordinated with Bridging Innovation And Real-World
Solutions industry interaction Heat Transfer Mr. Sabu Thomas Kelachandra Dy.General Manager NLC 19-02-2025 with S6 ME
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| 66 |
Dr. K Jessy |
Innovative Pedagogical initiatives |
: Conducted Life saver training programme on 20/11/24 to incorporate practical, hands-on exercises to reinforce learning and encouraged students to engage in role-playing scenarios to simulate emergency situation. Training program facilitated by Mr. Allen TBI. |
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| 67 |
Dr. K Jessy |
Innovative Pedagogical initiatives |
: In Industrial safety Engineering MCN401 , CO4 touches upon the Machine guarding concept very superficially. The safety aspects of machining operations are hidden. These gaps are intended to be covered to a certain extent by visits to Machine Tool laboratory in the Depts. of Mechanical Engg. |
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| 68 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
: ECT458- Internet of Things module IV topics are explained in the classroom with hands-on experience with Raspberry Pi (RPi). |
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| 69 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
: ITT 426- Internet of Things module II topics are explained in the classroom with hands-on experience with Raspberry Pi (RPi). |
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| 70 |
Nikhi Maria Raju |
Innovate assessment method |
: Group assignment connected to real life examples |
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| 71 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
: ECT 381 Microcontrollers Minor subject
• Assembly and C programming were conducted using the KEIL simulation |
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| 72 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
: ECT 381 Microcontrollers : Hardware experiments are (2 Nos) done with the 8051 development |
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| 73 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
: 23ECL201-Scientific Computing Lab experiments are developed and shared with students after the completion of the lab for their reference. |
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| 74 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
: Module portion taken by alumni |
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| 75 |
Dr. Abubeker K M |
Innovate assessment method |
: • Case-Based Assessment for series 2 is implemented in ITT 426- Internet of Things subject. |
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| 76 |
Dr. Abubeker K M |
Innovate assessment method |
: Provided assignment questions for a group of 3 students based on university questions and case study based topics for the subjects in ITT 426- Internet of Things. |
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| 77 |
Dr. Abubeker K M |
Innovate assessment method |
: Provided assignment questions for a group of students based on university questions and case study based topics for the subjects ECT458- Internet of Things. |
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| 78 |
Dr. Arun S |
Innovative Pedagogical initiatives |
: Content beyond curriculum
Courses: EET303 Microprocessors and Microcontrollers & EEL331 (lab)
Conducted 3-days’ workshop to S5 EEE students on “Development of teaching learning kit for embedded Applications” from 17 October 2024 to 19 October 2024. (Events/RDD27U) |
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| 79 |
Dr. Abubeker K M |
Innovate assessment method |
: • Case-Based Assessment for Series 1 is implemented in ITT 426- Internet of Things subject. |
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| 80 |
Dr. Arun S |
Innovative Pedagogical initiatives |
: skill development program - Served as the Resource Person for the Entire Program
Course: 23EET206: Digital Electronics
Conducted skill development program on “Fundamentals of VHDL: Designing Combinational Circuits”, 11 March 2025 (Events/3ZVEDA) |
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| 81 |
Dr. K Jessy |
Innovate assessment method |
: Brief description of students IDEA as an Entrepreneur for S8 ECE A & B .
Students shared their Business idea for future startup |
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| 82 |
Dr. K Jessy |
Innovate assessment method |
: Students to develop project based on sustainable development Goals Conducted for BTME2023-27 , S3 Mechanical Engineering for Sustainable Engineering |
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| 83 |
Linu Tess Antony |
Innovate assessment method |
Assignment evaluated by sharing a google form : Students are divided into different groups. A google form consisting of questions from 5 modules were given to the students. After answering all questions correctly the students must have to generate a code correctly. |
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| 84 |
Dr. Meby Mathew |
Innovative Pedagogical initiatives |
: Experience based concept learning
Students learn core concepts at home through home experiment. Eg. Vapour Pressure test in Induction cooks top and Normal gas burner. Done by Adithya Prasanth. Classroom time is dedicated to discussions regarding this
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| 85 |
Dr. Meby Mathew |
Innovative Pedagogical initiatives |
: Project-Based Learning
For design engineering IT students 10 groups where formed and hands on projects were evaluated.
Presentations and report in drive link
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| 86 |
Dr. Meby Mathew |
Innovate assessment method |
: • Enacting Accident causation Theories instead of assignment for S7CSE subject: Industrial Safety |
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| 87 |
Dr. Meby Mathew |
Innovate assessment method |
: • Group Oral Presentations: Facilitated group-based oral presentations on fundamental topics in Mechanical Engineering as part of the Elements of Mechanical Engineering cours |
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| 88 |
Dr. Meby Mathew |
Innovate assessment method |
: • Project-Based Oral Presentations: Guided IT students in delivering oral presentations on their implemented projects, promoting communication skills and technical articulation. |
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| 89 |
Dr. Syamkumar K |
Innovative Pedagogical initiatives |
design–prototype-based pedagogical model : In the course Design and Engineering (24MNC120), S2, 2024-2028 batch, a design–prototype-based pedagogical model was introduced to enhance experiential learning and student engagement. Students identified real-world problems, developed practical solutions, and created functional prototypes ranging from material-based to software-driven or hybrid models. The approach emphasised design thinking, technical analysis, creativity, and collaborative problem-solving, fostering innovation and ownership of learning. A structured rubric was used for assessment, focusing on problem identification, innovation, feasibility, technical accuracy, and presentation effectiveness, ensuring fairness while promoting higher-order learning outcomes. |
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| 90 |
Dila John |
Innovate assessment method |
: Case study-based assignments given separately for group of students – Climate change and sustainability-S8 CE |
knowledge of practical examples |
Impact assessment of cases |
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| 91 |
Dila John |
Innovate assessment method |
DIY raingauges, evaporimeters and infiltrometers : DIY raingauges, evaporimeters and infiltrometers , then taking field measurements as Assignment |
creativity enhancement |
model making |
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| 92 |
Dr. Anoop K Unni |
Innovate assessment method |
Weld Quiz : As part of innovative teaching methodologies, an interactive MCQ quiz was conducted for 3rd year Metallurgical and Materials Engineering students on the 1st and 2nd modules of the Materials Joining Technology course. Students were divided into four teams and the quiz was conducted in a competitive format. A prize was awarded to the winning team presented by class teacher to encourage participation and teamwork. Additionally, the marks obtained in the quiz were considered for the first assignment assessment, thereby integrating the activity into the course evaluation process. |
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| 93 |
Dr. Syamkumar K |
Innovate assessment method |
: In Introduction to Material Science (24ESC101), S1 2024–2025, an innovative assessment method was introduced through individual technical presentations. Students researched and presented topics such as heat treatment, manufacturing processes, and characterization techniques, explaining principles, applications, advantages, and limitations. The activity fostered self-directed learning, conceptual clarity, and confidence in technical communication, while evaluation was based on a structured rubric covering accuracy, understanding, presentation quality, and delivery skills. |
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| 94 |
Dr. Anoop K Unni |
Innovate assessment method |
Hands on welding lab session-Automobile Engineering : Dr. Anoop K. Unni led a hands on welding lab session for the second year Automobile Engineering students. The three main welding processes—gas tungsten arc welding (TIG), gas metal arc welding (MIG), and shielded metal arc welding (SMAW)—were introduced during the session. Live demonstration was given by Mr. Jayakumar (lab staff) of how to use the welding machines, comprehend arc characteristics and spot weld flaws were given to the students. |
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| 95 |
Joselin Ann Joy |
Innovative Pedagogical initiatives |
: Students were asked to pick any product from the market and find out what ingredients are usually added to make it last longer, taste better, and smell good. |
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| 96 |
Dr. Syamkumar K |
Innovate assessment method |
Individual Technical Presentations on Material Characterization Techniques : In Powder Metallurgy (MTT413), S7 2024–2025, students delivered individual presentations on characterization instruments (AFM, XRD, FTIR, Raman, SEM), focusing on principles, applications, and limitations. This method promoted independent learning, technical clarity, and communication skills, with evaluation based on content accuracy, clarity, and presentation effectiveness. |
To enhance students' understanding of material characterization techniques while developing technical presentation, communication, and self-learning skills. |
Each student was assigned a characterization technique for independent study and presentation. Evaluation was based on technical content, clarity, presentation quality, and subject understanding. |
Students appreciated the opportunity to explore advanced characterization techniques and reported improved confidence in technical presentations. |
The activity strengthened conceptual knowledge, presentation skills, independent learning, and awareness of modern material characterization methods. |
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| 97 |
Joselin Ann Joy |
Innovative Pedagogical initiatives |
Flipped classroom on food additives and flavouring : Flipped classroom teaching- Students were explained about a food additives and flavoring and based on that a activity was given ,which was taken as assignment |
To understand the functions and types of food additives and flavouring agents.To promote self -learning ,critical thinking and active participation. |
Pre-class learning through study materials. Interactive classroom discussion, Assignments based on food additives and flavouring in food products and students presentation and feedback. |
Students showed better understanding of the topic and appreciated the interactive learning approach |
The activity improved students understanding ,participation , and confidence in identify and explaining the applications of food additives and flavoring. |
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| 98 |
Lisha Varghese |
Innovate assessment method |
: Combined Assignment for S6 INT MCA Students |
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| 99 |
Dr. J P Ajithkumar |
Innovative Pedagogical initiatives |
: Innovative Teaching, learning, and Assessment/Evaluation Methodologies |
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| 100 |
Jetty Benjamin |
Innovate assessment method |
: Combined Assignment |
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| 101 |
Jetty Benjamin |
Innovative Pedagogical initiatives |
: Badges/Certifications |
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| 102 |
Jetty Benjamin |
Innovative Pedagogical initiatives |
: Project Based Learning |
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| 103 |
Jetty Benjamin |
Innovative Pedagogical initiatives |
: Group Activities for S1BCA2024-2028 |
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| 104 |
Sreeja C |
Innovate assessment method |
: Project based assignment in Analog Electronics and Analog electronics Lab |
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| 105 |
Sreeja C |
Innovative Pedagogical initiatives |
Workshop on Fundamentals of VHDL for Digital Circuit Design and Simulation : Hands-on simulation in Digital Electronics
Digital system design workshop conducted to enhance student understandability in Digital Electronics
Assignment were given in implementing any practical application using VHDL
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Introduce students to the fundamentals of VHDL for digital system design. Develop skills in writing, simulating, and implementing combinational and sequential circuits using VHDL. Provide hands-on experience with industry-relevant VHDL simulation tools for hardware modelling. |
Workshop-Based Learning through expert-led interactive sessions. Hands-on Learning using VHDL coding, simulation, and digital circuit implementation exercises. Experiential and Skill-Based Learning through practical activities aligned with digital electronics applications. |
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Students gained the ability to write, simulate, and verify basic VHDL programs. Improved understanding of behavioral, dataflow, and structural modelling techniques. Enhanced confidence in implementing and testing digital designs using simulation tools and FPGA platforms. |
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| 106 |
Jency Sara Kurian |
Innovative Pedagogical initiatives |
: As a part of curriculum
enrichment, the students of S4
CE were given a hands-on experiment
to determine the basic index and
engineering properties of soil. |
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| 107 |
Jency Sara Kurian |
Innovative Pedagogical initiatives |
: Final year students was provided with hands on session to use Total station for field surveying. |
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| 108 |
Jency Sara Kurian |
Innovative Pedagogical initiatives |
Index properties of soil : As a part of curriculum enrichment, the students of S4 CE were given a virtual lab session to determine the basic index and engineering properties of soil. |
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Experiential Learning |
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| 109 |
Dr. Therese Yamuna Mahesh |
Innovative Pedagogical initiatives |
: A workshop was conducted using MATLAB on the practical aspects of image processing and students were asked to do the simulations for Assignment 3. |
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| 110 |
Dr. Therese Yamuna Mahesh |
Innovate assessment method |
: Computer Vision for Intelligent System Design = Assignments
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| 111 |
Dr. Jees George |
Innovate assessment method |
Quizes on Disaster Management : Conducted interactive quizzes to assess and reinforce students' understanding of disaster preparedness, risk reduction, emergency response, and resilience. |
To enhance disaster preparedness awareness. |
Online Quiz MCQ-Based Assessment |
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Enhanced student engagement and knowledge retention on disaster preparedness. |
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| 112 |
Dr. Jees George |
Innovative Pedagogical initiatives |
3D visualisation : Created 3D visualization videos for challenging subjects like Engineering Materials, Mechanics of machines and Heat and Mass Transfer |
To enhance conceptual understanding of complex engineering topics. |
Blended Learning Methodology |
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To simplify complex engineering concepts through 3D visualization. |
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| 113 |
Dr. Therese Yamuna Mahesh |
Innovative Pedagogical initiatives |
DIP classes online videos : Link for playlist for Digital image processing topics |
Videos created to learn at any time |
videos created for selected topics |
Good |
Self learning made easier |
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| 114 |
Dr. Careena P |
Innovate assessment method |
: 1) Assignment 1 (S2 ECE) - Group Activity
2) Assignment 2 (S2 ECE ) - Quiz
3) Assignment 3 (S2 ECE) - Simulation |
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| 115 |
Dr. Kumar S N |
Innovate assessment method |
: API-2024-2025-EET438-Energy Storage Systems -Assignment I- Chart preparation based on real-time case study
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| 116 |
Lis Jose |
Innovate assessment method |
: Voice over video lectures created by students. |
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| 117 |
Dr. Arun S |
Innovate assessment method |
: Project based assignments
EET303 - Microprocessors and Microcontrollers
Assignment 3 – verify in AES |
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| 118 |
Treesa Joselin |
Innovative Pedagogical initiatives |
: flipped class room |
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| 119 |
Treesa Joselin |
Innovative Pedagogical initiatives |
: case study |
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| 120 |
Treesa Joselin |
Innovate assessment method |
: debate |
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| 121 |
Treesa Joselin |
Innovate assessment method |
: GD |
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| 122 |
Treesa Joselin |
Innovate assessment method |
: Quiz |
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| 123 |
Arun Thomas |
Innovate assessment method |
: MINI PROJECT INTEGRATION: The Mini Project aims to provide students with practical exposure in solving real-world problems through systematic design and execution. Evaluation will be based on four key criteria: Project Proposal (5 marks), which includes a clear problem statement, defined objectives, justification of relevance, and a proposed methodology with a timeline; Prototype Development (15 marks), focusing on the creation of a functional model with considerations for aesthetics, ergonomics, value engineering, and the use of modern tools; Project Documentation (15 marks), requiring comprehensive records of research, ideation, iterations, detailed prototype description, and inclusion of visuals such as sketches, CAD models, and diagrams; and Project Presentation (15 marks), which assesses clarity, coherence, effective communication of design rationale, and the ability to engage with audience questions, demonstrating a complete understanding of the project.The Mini Project aims to provide students with practical exposure in solving real-world problems through systematic design and execution. Evaluation will be based on four key criteria: Project Proposal (5 marks), which includes a clear problem statement, defined objectives, justification of relevance, and a proposed methodology with a timeline; Prototype Development (15 marks), focusing on the creation of a functional model with considerations for aesthetics, ergonomics, value engineering, and the use of modern tools; Project Documentation (15 marks), requiring comprehensive records of research, ideation, iterations, detailed prototype description, and inclusion of visuals such as sketches, CAD models, and diagrams; and Project Presentation (15 marks), which assesses clarity, coherence, effective communication of design rationale, and the ability to engage with audience questions, demonstrating a complete understanding of the project.The Mini Project aims to provide students with practical exposure in solving real-world problems through systematic design and execution. Evaluation will be based on four key criteria: Project Proposal (5 marks), which includes a clear problem statement, defined objectives, justification of relevance, and a proposed methodology with a timeline; Prototype Development (15 marks), focusing on the creation of a functional model with considerations for aesthetics, ergonomics, value engineering, and the use of modern tools; Project Documentation (15 marks), requiring comprehensive records of research, ideation, iterations, detailed prototype description, and inclusion of visuals such as sketches, CAD models, and diagrams; and Project Presentation (15 marks), which assesses clarity, coherence, effective communication of design rationale, and the ability to engage with audience questions, demonstrating a complete understanding of the project. |
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| 124 |
Dr. Arun S |
Innovate assessment method |
: 24ESC140 - Python for Engineers - Project based Lab conduction
MS Teams is used for the submission of the Software Project |
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| 125 |
Arun Thomas |
Innovative Pedagogical initiatives |
: Flipped class room, Videos are given ahead of
class and discussed the topics |
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| 126 |
Arya Krishnan S |
Innovate assessment method |
: To make assessments more meaningful, introduced objective-type questions taken from competitive exams such as FSSAI, NET, and FSO. This not only evaluated their learning but also helped students build confidence and familiarity with real exam patterns. |
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| 127 |
Arun Thomas |
Innovate assessment method |
: Objective: To enhance design thinking and hands-on skills by building functional physical
models of mechanical systems.
Implementation:
Each group are assigned or choose one of the following themes:
o Cam-follower system simulating valve motion
o Four-bar linkage for path generation (e.g., pick-and-place robot arm)
o Balancing mechanism for rotating masses
o Gear train for torque-speed transformation
Materials: Cardboard, acrylic sheets, basic tools, 3D-printed parts
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| 128 |
Reshmi V |
Innovate assessment method |
: 24ESC118 Introduction to electronic circuits
In Assignment 3, students engaged in an experiential learning activity by constructing a 555 timer astable multivibrator, calculating and verifying its time period, frequency, and duty cycle using CRO measurements, and analyzing deviations to connect theory with practice.
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| 129 |
Meera Rose Mathew |
Innovate assessment method |
: Rubric-Based Evaluation
Continuous Internal Evaluation
Peer Assessment
Scenario-Based Experiments
Micro Project Related to Laboratory
Combined Assignment
MOOC Courses for theory and lab
Experiments on the latest technologies
Previous year question paper discussion |
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| 130 |
Meera Rose Mathew |
Innovative Pedagogical initiatives |
: Project-Based Learning
Industry-Academia Collaborations (Live
Projects,
Logic building and Problem
Solving Practices etc),
Use of ICT Tools (ChatGPT, Google
Platforms, AWS etc)
Innovative project idea screening
Academic project structure formation
Presentation based on the latest technologies |
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| 131 |
Litty Joseph |
Innovate assessment method |
: 23EST 200 – Design and Engineering(s4 eee) – Assignments (15 mark given as miniproject ) |
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| 132 |
Dr. K Jessy |
Innovate assessment method |
Environmental Science and Sustainability 24 MNC200 CSE A : The Environmental Science and Sustainability course incorporated activity-based learning through student seminar presentations and mini projects to enhance awareness of environmental issues and sustainable development practices. Students explored contemporary environmental challenges, sustainable technologies, climate change mitigation, waste management, renewable energy, biodiversity conservation, and green engineering practices. Through literature review, field observations, data collection, and project implementation, students developed practical solutions to real-world environmental problems while strengthening their communication, teamwork, and analytical skills. |
o create awareness about environmental issues and sustainable development. To encourage students to investigate contemporary environmental challenges. To develop research, critical thinking, and problem-solving abilities. To improve communication and presentation skills through seminar presentations. To promote teamwork, leadership, and collaborative learning through mini projects. |
Students were organized into teams for the mini project while seminars were presented individually or in groups. Seminar topics were selected from recent developments in Environmental Science and Sustainability. Students conducted literature surveys using journals, books, and online resources. |
Good |
Enhanced students' understanding of environmental sustainability concepts and their practical applications. Improved technical presentation and public speaking skills. Strengthened research aptitude and analytical thinking. Encouraged innovative and sustainable approaches to solving environmental problems. Developed teamwork, leadership, and project management skills. Increased awareness of the role of engineers in achieving the Sustainable Development Goals (SDGs). |
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| 133 |
Litty Joseph |
Innovate assessment method |
: 24MNC120 – Design and Engineering, S2 EEE,
2024-2028 |
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| 134 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
Video lecturing pedagogy : recorded video-based lectures as a medium for teaching and learning. It integrates visual, auditory, and multimedia elements to facilitate knowledge transfer, improve learner engagement, and support flexible learning environments. Video lectures allow students to access content at their own pace, pause and review complex concepts, and learn independent of time and location constraints. |
understand concepts effectively |
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| 135 |
Jinson Paul |
Innovate assessment method |
Viva Based Lab Evaluation for CMPP Lab : Viva for Lab Assessment-CMPP Lab |
To check the learning levels of students |
viva |
Above average |
An awareness about the subject |
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| 136 |
Dr. Sree Ram H |
Innovative Pedagogical initiatives |
: Experiential learning through generating their own designs and specifications of vehicles for the subject “Automobile Skills for Employability”. |
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| 137 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: API-2024-2025-EET438-Energy Storage Systems -Virtual Lab |
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| 138 |
Nimmy Francis |
Innovative Pedagogical initiatives |
: Academic year 2024-2025 |
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| 139 |
Nimmy Francis |
Innovate assessment method |
: Academic year 2024-2025 |
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| 140 |
Dr. Margret Sherin Joseph |
Innovative Pedagogical initiatives |
: Guidance for Project-to-International conference paper presentation and publication |
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| 141 |
Dr. Nixon Poulose |
Innovate assessment method |
: Conducted oral quizzes, peer
evaluations |
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| 142 |
Dennis Thomas |
Innovative Pedagogical initiatives |
MATLAB based simulation assignments given and explained for EV Technology Lab (24MEEV251) : MATLAB based simulation assignments given and explained for EV Technology Lab (24MEEV251):
In this lab, students carry out MATLAB/Simulink-based simulations and hardware tests to understand the performance of electric vehicles and their components. The experiments include performance simulation of the GM EV1, importing and creating custom driving cycles, and simulating vehicle operation over a selected cycle to evaluate efficiency. Students perform range simulations for both the GM EV1 and electric scooters, gaining insights into energy consumption and real-world driving behavior. In addition to simulations, load tests are conducted on different types of motors used in EVs—squirrel cage induction motor, DC shunt motor, and BLDC motor—to study their torque, speed, power output, and efficiency characteristics. These activities collectively help students link theoretical knowledge with practical EV design, analysis, and performance evaluation.
1. Simulation-Integrated Learning: Use of MATLAB/Simulink for EV performance, driving cycle, and range simulation enables students to visualize and analyze real-world EV problems in a safe, cost-effective, and industry-relevant manner.
2. Blended Theory–Practice Approach: Combination of simulations with hardware load tests (IM, DC, BLDC, PMSM) helps students connect theoretical knowledge with practical motor performance evaluation.
3. Problem-Oriented and Sustainability Contextualization: Experiments are designed around real-world EV challenges (range, efficiency, energy consumption) with emphasis on sustainability and societal relevance, fostering analytical and life-long learning skills. |
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MATLAB based simulation experiments (newly organized) |
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| 143 |
Dr. Vishal John Mathai |
Innovate assessment method |
: Assignment in the form of a Lab activity and report submission for the subject MET 306 Advanced Manufacturing Engineering: Students were divided into groups and given orientation regarding pre and post processing aspects of additive manufacturing. Afterwards, they are instructed to design and print a part of their choice and finally a document pertaining to the activity as an assignment. |
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| 144 |
Dr. Nixon Poulose |
Innovative Pedagogical initiatives |
: Conducted motivational classes by
Alumni (Mr. Prince George, 2019
23 batch) |
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| 145 |
Ansamol Varghese |
Innovate assessment method |
: Project-Based Learning for Algorithm Analysis and Design(S6 CSE A) |
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| 146 |
Neenu R |
Innovate assessment method |
Video presentation : For the course Algorithm Analysis and Design( S6 CSE B and C), Students were given the flexibility to either implement an algorithm from the course syllabus or create a video tutorial explaining a syllabus topic, demonstrating their understanding of algorithm design, analysis, and applications. |
To enhance students' understanding of algorithmic concepts through practical implementation or content creation-based learning. |
Students either implemented a syllabus-based algorithm and demonstrated its working or developed a video tutorial explaining the design, analysis, and applications of a selected topic. |
Students appreciated the flexibility to choose between implementation and tutorial creation, allowing them to showcase their strengths and creativity. |
The activity improved conceptual clarity, problem-solving abilities, technical communication skills, and practical application of algorithm design principles. |
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| 147 |
Ansamol Varghese |
Innovate assessment method |
: quizzes for viva in Networking lab(S6 CSE C) |
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| 148 |
Merin Chacko |
Innovative Pedagogical initiatives |
Structured Query Language and Normalization : Flipped Classroom Sessions: Learning material given through aes course material and drive for pre class preparation and class time is used for problem solving |
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| 149 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
: Blended learning – online quizzes/surveys on subject-related topics using ‘Riddle’ - Online engagement platform.
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| 150 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
: Periodical Outdoor special sessions for students |
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| 151 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
: Role plays, Group discussions & group activities. |
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| 152 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
: Use of relevant articles/research materials – HBR etc. in classroom discussions - Shared with students.
* Use of Journals/Articles/case studies published by reputed organizations from industry – Deloitte, PWC etc. – Shared with students.
* Use of Newspaper/Mass Media references in every class hour.
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| 153 |
Nijo M Joseph |
Innovate assessment method |
: * Special assignment – Role-play
Skit-style role-play in the class on Management topics. (Group Activity for S5 CHE students) |
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| 154 |
Rony Scaria |
Innovative Pedagogical initiatives |
: Hands-on training in Mechanical design software |
To promote experiential learning through practical exposure to mechanical design software. |
Implemented activity-based learning using Autodesk Fusion with modelling, assembly design, simulations, and design assignments. |
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Enhanced conceptual understanding, practical CAD skills, and student participation in design-oriented learning. |
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| 155 |
Binumon Joseph |
Innovate assessment method |
Website Development and Deployment using Google Sites : Website development and deployment using google site |
To provide students hands‑on experience in creating and publishing websites using cloud‑based tools. |
Students collaboratively design, build, and deploy websites on Google Sites with multimedia integration. |
Learners appreciated the practical exposure and found the activity engaging and easy to adopt. |
The method enhanced digital literacy, teamwork, and confidence in presenting ideas through technology. |
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| 156 |
Merene Joseph |
Innovate assessment method |
GROUP PROJECT FOR PROGRAMMING IN C : COURSE PROJECT FOR PROGRAMMING IN C- Students were divided into a team of 4 members. They were given a project idea and were asked to do the programming and carry out a group presentation |
To enhance programming, problem-solving, teamwork, and presentation skills through a C programming project. |
Students worked in groups of four to design, develop, test, document, and present a C programming project under faculty guidance. |
EXCELLENT |
NPTEL QUALIFIED STUDENTS AND EXCELLENT ESE RESULTS |
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| 157 |
Bibin Varghese |
Innovate assessment method |
: Project Based Learning |
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| 158 |
Dr. Jees George |
Innovative Pedagogical initiatives |
: In subjects like Mechanics of Machinery, used visual animations to explain complex concepts |
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| 159 |
Fr. Dr. Siju John |
Innovate assessment method |
: Simulation and role play allow students to engage with real-world problem scenarios, helping them apply theoretical knowledge in practical contexts while enhancing critical thinking and decision-making skills. Similarly, online and interactive quizzes, designed with adaptive and gamified elements, assess instant knowledge recall and reasoning. Together, these methods make the classroom more interactive, engaging, and learner-centered. |
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| 160 |
Dr. Mini Mathew |
Innovate assessment method |
: The course assignments were structured into three components and are merged as 2 assignments to promote experiential and practical learning:
1. STP Visit – A field visit to a sewage treatment plant to reinforce concepts learned in the curriculum through real-time exposure and experiential learning.
2. Industry Connect through Alumni – An interactive session with alumni working in the industry to gain insights into the latest wastewater treatment methodologies being applied in practice.
3. Individual Project – A hands-on project where students explored natural methods of wastewater treatment, fostering innovation and experiential learning.
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| 161 |
Shiney Thomas |
Innovate assessment method |
: Project based Learning for FOSIC. Helped students to create simulations for important topics. |
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| 162 |
Fr. Dr. Siju John |
Innovative Pedagogical initiatives |
: Traditional teaching and assessment methods often limit student engagement to passive listening and teacher-centric evaluation. To make learning more interactive and reflective, a peer-led presentation activity was introduced. The objective was to encourage team collaboration, creativity, critical thinking, and student involvement in both learning and assessment. |
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| 163 |
Dennis Thomas |
Innovative Pedagogical initiatives |
Online video links for Electromagnetic Theory course (23EET204): : Online videos for Electromagnetic Theory course (23EET204) and Smart Board usage:
To enhance student understanding of coordinate systems in Electromagnetic Theory (EMT), short online videos were integrated into classroom teaching. These videos provided visual explanations and animations of Cartesian, cylindrical, and spherical coordinate systems, enabling students to grasp abstract spatial concepts more intuitively.
Following the videos, the Smart Board was utilized to carry out detailed step-by-step mathematical derivations (e.g., gradient, divergence, and curl in different coordinate systems). The ability to annotate, highlight, and dynamically visualize equations on the Smart Board improved the clarity and retention of complex concepts.
This multi-sensory learning approach increased student engagement leading to better comprehension. |
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| 164 |
Dr. Nikki John Kannampilly |
Innovate assessment method |
: The "Exhibition-Cum Sale of Innovative Food Products" was organized by department of Food Technology with the aim of showcasing and promoting unique and creative food products developed by S7 students. The event provided an excellent platform for students to not only display their culinary talents but also to gain valuable entrepreneurial skills. |
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| 165 |
Shiney Thomas |
Innovate assessment method |
: You-tube videos for lectures on Advanced Data Structure,Computational Intelligence. |
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| 166 |
Dr. Nikki John Kannampilly |
Innovate assessment method |
: Topic-Based Crossword: Prepare a crossword puzzle with clues related to your subject |
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| 167 |
Dr. Nikki John Kannampilly |
Innovate assessment method |
: Crossword Puzzle related to the subject |
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| 168 |
Dr. Nikki John Kannampilly |
Innovate assessment method |
: Case studies related to the topic |
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| 169 |
Shiney Thomas |
Innovative Pedagogical initiatives |
Expert talk in related to subject FoSIC : An industry expert talk delivered by Mr. Suresh Babu (CTO, Starfish, USA) for CSE students as part of the Curriculum Enrichment Activities. The session covered the fundamentals of cybersecurity, operating system security, database security, malware, and industry best practices. |
• Enhance students' understanding of cybersecurity fundamentals. • Introduce real-world security threats and defense mechanisms. • Bridge academic learning with current industry practices. • Create awareness of career opportunities in cybersecurity. |
• Expert lecture by an industry professional. • Interactive presentation with real-world examples of cyber threats and attacks. • Discussion on browser, web, email, operating system, and database security. • Question-and-answer session to clarify concepts and industry practices. |
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Students gained knowledge of security threats, vulnerabilities, malware, operating system security, database security, and secure software development practices. They also understood industry best practices and explored career opportunities in cybersecurity, ethical hacking, and secure software development. |
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| 170 |
Jiss Abraham |
Innovate assessment method |
: To make assessment more engaging and inclusive, an alternative method to pen-and-paper assignments was introduced in the Structural Analysis [CET301] course. Students were given the freedom to either submit the traditional written assignment or create simple models to demonstrate structural concepts. |
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| 171 |
Dr. Jerin Jose |
Innovative Pedagogical initiatives |
: For the course Environmental Engineering (S5), several videos depicting the various wastewater treatment systems was shown in the class using interactive board, for making the concepts more clear and for a real world understanding |
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| 172 |
Dr. Jerin Jose |
Innovate assessment method |
: A class test was conducted for ‘Chemical Engg Thermodynamics’ (S4, B.Tech ChE) whose mark was considered as Assignment 1 marks. Those who failed to score required marks, were given imposition based on the range of marks they have scored. It helped the students to be more serious about revising the lessons and be more attentive in the class. |
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| 173 |
Elisabeth Thomas |
Innovate assessment method |
: • Use of ICT tools in teaching, including the use of ExamOnline for conducting viva voce for lab examinations.
• Algorithms for System Software and Microprocessor laboratory courses were implemented using any UI methods.
• Peer-to-peer learning: Students explain selected topics to each other to enhance understanding and collaboration.
• Tutorials
• Idea presentation for design engineering
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| 174 |
Elisabeth Thomas |
Innovative Pedagogical initiatives |
: • Provides personalized challenging activities and assignments (design engineering idea presentation)
• Creates opportunities for independent research (dataset collection and various methods tested to implement the final year project)
• Remedial classes or special coaching for weak students (Remedial classes given)
• Provides personalized one-on-one support.
• Motivational & skill development support (Ignite)
• Encourages peer learning.
• Incorporates student feedback into lesson plans.
• Actively involves students in discussions.
• Provides opportunities for student-led activities.
• Course Materials developed and made available to students
• Developing videos for better understanding
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| 175 |
Elisabeth Thomas |
Innovative Pedagogical initiatives |
: • Participated in the Mastermind Project Competition and was selected among the top-performing projects.
• Project team participated in the Smart India Hackathon (SIH) and Young Innovators Program (YiP).
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• Conducted a project-based session for the familiarisation of the IoT devices, Arduino Board
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| 176 |
Dr. Gee Varghese Titus |
Innovative Pedagogical initiatives |
Simulations work to understand the network model better : Simulations work to understand the network model better |
To understand the concepts better |
Using simulation tools to construct and implement the algorithm |
Good |
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| 177 |
Dr. Jerin Jose |
Innovative Pedagogical initiatives |
: S4 students were strongly encouraged to do minimum 15 days internship during semester break of S4 and 25 out of 33 students did internships in FACT, KMML and CIPET. Internships offered them valuable experiential learning, allowing them to witness the real-world application of theoretical concepts in Chemical Engineering |
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| 178 |
Dr. Yelana Thomas |
Innovative Pedagogical initiatives |
: Workbook |
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| 179 |
Dr. Yelana Thomas |
Innovate assessment method |
: Group Discussion |
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| 180 |
Dr. Yelana Thomas |
Innovate assessment method |
: Peer Evaluation |
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| 181 |
Dr. Yelana Thomas |
Innovate assessment method |
: Story telling methodology |
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| 182 |
Muth S Kandathinkara |
Innovate assessment method |
: For the Network Theory internal
assessment, each student was assigned an
individual assignment (problem) and later
asked to discuss their solution in class. |
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| 183 |
Fr. Dr. Jins Sebastian |
Innovate assessment method |
: Organized student presentations focused
on real-world case studies, including the
Wayanadu landslide issue, where students
analyzed the environmental and
engineering challenges involved. The
assessment was based on the depth of their
creativity, feasibility, and sustainability of
the proposed solutions. This activity aimed
to develop critical thinking, problem-
solving skills, and an understanding of
sustainable engineering practices in real-
world contexts |
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| 184 |
Dr. Bijimol T K |
Innovative Pedagogical initiatives |
Innovation & Hackathon Readiness Program (IHRP) : Idea Generation & Experimentation Programs
Specialized sessions and experimental activities are tailored to prepare students for innovation competitions and hackathons, fostering a culture of creativity and problem-solving.
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The objective of this program is to nurture a culture of creativity, innovation, and problem-solving by preparing students for hackathons, ideathons, and innovation competitions through specialized sessions and hands-on experimental activities. It aims to develop ideation, rapid prototyping, teamwork, and presentation skills, enabling students to convert original ideas into viable, competition-ready solutions |
Students participate in structured sessions covering design thinking, idea generation, and problem identification, followed by experimental activities such as brainstorming sprints, prototyping challenges, and mock hackathons. |
Good |
Through this program, students develop the ability to generate original ideas, rapidly prototype solutions, and present them effectively under competitive conditions. They gain confidence, teamwork, and innovation skills that translate into stronger participation and success in hackathons and competitions. Overall, the initiative fosters an entrepreneurial, problem-solving mindset aligned with OBE and NEP 2020 emphasis on creativity, innovation, and experiential learning |
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| 185 |
Dr. Jees George |
Innovative Pedagogical initiatives |
Group Discussion and Debate : Conducted interactive group discussions and debates on emerging trends, technologies, sustainability, electric vehicles, autonomous mobility, and industry challenges to foster critical thinking, communication, and analytical skills among students. |
To enhance critical thinking and analytical skills on automotive sector topics. To improve technical communication and public speaking skills. |
Group Discussion and Debate Collaborative Learning |
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Improved confidence in expressing technical opinions and analyzing current automotive trends. |
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| 186 |
Dr. Bijimol T K |
Innovate assessment method |
Publication-Linked Experiential Learning (PLEL) : Students' Paper publication as part of experiential learning, project based assessment, certification based assessment |
The objective of this strategy is to elevate student project work into scholarly output by guiding learners to publish their findings as research papers, thereby combining experiential learning, project-based assessment, and certification-based assessment into a single outcome-driven process. |
Students undertake a project as part of their course (experiential learning) and are assessed on its design, implementation, and results (project-based assessment). They then document their work as a research paper and submit it to a conference or journal, with the resulting publication or presentation certificate serving as the basis for certification-based assessment. |
Good |
Through this strategy, students gain the ability to convert practical project work into peer-reviewed scholarly output, strengthening their research, analytical, and technical-writing skills. They achieve a tangible, verifiable credential in the form of a published paper or certificate, enhancing employability, higher-study prospects, and professional confidence |
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| 187 |
Jency Sara Kurian |
Innovative Pedagogical initiatives |
Mechanics of Solids : Experimental Analysis of Mild Steel Rods Under Tension—An assignment given to students to check and analyze the quality of the MS Rods.
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The assignment aimed to enable students to experimentally evaluate the quality and mechanical properties of mild steel rods under tensile loading by determining parameters such as yield strength, ultimate tensile strength, and ductility. It also provided hands-on experience in operating the Universal Testing Machine (UTM) and interpreting stress–strain behavior. |
Experiential Learning |
Students appreciated the hands-on nature of the assignment, stating that it improved their understanding of tensile behavior, stress–strain characteristics, and material quality assessment. They found the experiment engaging and valuable in strengthening their laboratory skills and confidence in conducting engineering material tests. |
Students successfully conducted tensile tests, analyzed the mechanical properties of the MS rods, and verified their quality against standard specifications. The activity enhanced their practical skills in material testing, data interpretation, and understanding of the relationship between theoretical concepts and real-world material behavior. |
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| 188 |
Dr. Juby Mathew |
Innovative Pedagogical initiatives |
: Project-based assessment through development of a digital portfolio in the Web Design course (in place of traditional assignments) |
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| 189 |
Nikhi Maria Raju |
Innovate assessment method |
: GROUP VIDEO CREATION BASED ON LAB EXERIMENT ON THE SUBJECT |
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| 190 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
: flipped classroom based on previous sem |
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| 191 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
: peer learning alumni |
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| 192 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
: video presentation and viva based on it |
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| 193 |
Nikhi Maria Raju |
Innovate assessment method |
: Viva based on group assignment as group itself |
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| 194 |
Vineeth Shanmughom |
Innovate assessment method |
: Gamification- Online Quiz using Wayground.com online webapp.
S5 FT: 28-07-2025 |
Maximize Student Engagement & Participation, Provide Instant Feedback & Reinforcement |
Online quiz |
Positive response- engagement |
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| 195 |
Vineeth Shanmughom |
Innovate assessment method |
: Gamification- Online Quiz using Wayground.com online webapp.
S1 CT 26/09/2025 |
Maximize Student Engagement & Participation, Provide Instant Feedback & Reinforcement |
Online quiz |
Positive response- engagement |
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| 196 |
Vineeth Shanmughom |
Innovate assessment method |
Online Gamified Quiz : Gamification- Online Quiz using Wayground.com online webapp.
S1 AD 26/09/2025 |
Maximize Student Engagement & Participation, Provide Instant Feedback & Reinforcement |
Online quiz |
Positive response- engagement |
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| 197 |
Nikhi Maria Raju |
Innovate assessment method |
: module test in a different way |
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| 198 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
: industry person taking a portion of module 1, application of laws of thermodynamics |
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| 199 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
: lecture short summary writeup collection based on vide lecture |
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| 200 |
Dr. Scaria Alex |
Innovate assessment method |
: Micro Project |
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| 201 |
Dr. Scaria Alex |
Innovative Pedagogical initiatives |
: Fliped Classroom |
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| 202 |
Nimmy Chacko |
Innovate assessment method |
Graph Grid Escape : Graph Grid Escape is a mission-based digital assessment designed to evaluate students' understanding of graph theory concepts through an interactive cyber-security themed challenge. The activity was conducted using Google Forms, where students assumed the role of cybersecurity analysts attempting to restore a compromised communication network.
The network was represented as a graph-based navigation grid. Students started at the origin (0,0) and answered a sequence of graph theory questions. Each correct answer instructed them to move exactly one unit in a specified direction (up, down, left, or right). By following the correct sequence of movements, students traced a walk on the graph and reached a final coordinate representing the system's security unlock key.
The activity transformed a traditional assessment into an engaging puzzle that integrated mathematical reasoning, visualization, and decision-making. |
To assess students' understanding of graph theory concepts in an interactive manner. To strengthen problem-solving and logical reasoning skills. To develop spatial visualization through graph-based navigation. To promote active participation using a gamified assessment approach. To integrate digital tools (Google Forms) into classroom assessment. To encourage students to apply theoretical concepts in a simulated cybersecurity context. |
Gamified Assessment: Students completed a cyber mission by solving graph theory challenges. Problem-Based Learning (PBL): Each question represented a decision node requiring conceptual understanding. Digital Assessment: Google Forms was used to deliver questions, record responses, and guide the activity. Context-Based Learning: Graph theory concepts were embedded within a cybersecurity scenario. Graph-Based Navigation: Students constructed a walk on a coordinate grid based on their answers. Immediate Concept Reinforcement: Each movement depended on the correctness of the previous answer, reinforcing sequential reasoning. |
Students found the activity highly engaging and enjoyable compared with conventional quizzes. The cyber-security storyline made graph theory more interesting and relevant. Drawing the movement path helped students visualize graph traversal concepts. Students appreciated the interactive and game-based assessment format. Many students requested similar activities for future mathematics topics. |
Student participation and enthusiasm were significantly higher than during traditional assessments. Students demonstrated improved conceptual understanding of graph theory through application rather than memorization. The activity enhanced logical reasoning, spatial thinking, and decision-making skills. Google Forms enabled efficient assessment, quick evaluation, and easy analysis of student performance. The gamified format reduced assessment anxiety while promoting active learning and healthy competition. |
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| 203 |
Dr. Scaria Alex |
Innovative Pedagogical initiatives |
AI Agent Development Workshop : Project Based Learning. A workshop on AI Agents was conducted by Mr. Steve Sony for his batchmates. Formulated groups among students and each group were asked to complete a problem statement assigned to them. So after the understanding of the workshop, each student group also understood on how to implement a real time project from the knowledge they gained. |
Provides opportunities for student-led activities. |
Project Based Learning |
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| 204 |
Dr. Scaria Alex |
Innovate assessment method |
Project based Evaluation : Micro Project - Each Student where given a project to execute present in front of the panel to mark as part of the internal lab examination. |
Motivational & skill development support |
Micro Project |
100 |
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| 205 |
Dr. Scaria Alex |
Innovative Pedagogical initiatives |
Flipped Classroom : Students were asked to take class on a few curriculum based topics and listening students should ask questions to the presenters which make them earn points. |
1.Encouraging peer learning and collaborative learning practices. 2. Incorporating student feedback into lesson planning and teaching. |
Flipped Classroom |
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| 206 |
Subini Therese Babu |
Innovative Pedagogical initiatives |
: Students were divided in groups. They chose a project and presented the SDLC model which suited their project. |
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| 207 |
Navyamol K T |
Innovative Pedagogical initiatives |
: This initiative engages students in connecting abstract computer science concepts with real-world contexts. Through a collaborative Padlet board, learners contribute photos, notes, and links showcasing how data structures appear in daily life—queues at bus stops, graphs in transport routes, or stacks in digital apps. By blending discovery-based learning with digital collaboration, the activity fosters creativity, critical observation, and peer learning, transforming theory into lived experience and making learning both meaningful and memorable. |
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| 208 |
Hitha P S |
Innovate assessment method |
Quiz for S5 CSA batch(2023-2027) students on exam online today moodle platform : Conducted Assignment 1 as Quiz for S5 CSA batch(2023-2027) students on exam online today moodle platform |
To assess students' conceptual understanding and application of course concepts through an interactive online quiz in a time-bound environment. To promote self-assessment and immediate learning by providing instant feedback, enabling students to identify their strengths and areas for improvement. |
Configured the quiz with time limits, randomized questions, and automatic grading to ensure fairness and maintain academic integrity. |
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The online quiz conducted through the Moodle platform effectively evaluated students' conceptual understanding and application of course concepts in a time-bound environment. The activity enhanced students' engagement, encouraged self-assessment through immediate feedback, and improved their readiness for examinations. The use of randomized questions and automatic grading ensured a fair, transparent, and efficient assessment process while supporting the achievement of course outcomes. |
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| 209 |
Fabeela Ali Rawther |
Innovate assessment method |
ARTIFICIAL INTELLIGENCE CST401(KTU) : Industry ready problem and industry expert evaluation |
Assignment Assessment |
Certification |
Good |
Internship and area chosen |
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| 210 |
George Mohan |
Innovative Pedagogical initiatives |
Technology-Enabled Surveying and Traverse Analysis Using Total Station : A technology-enabled field survey activity was designed in which students used Total Station instruments to collect real-time spatial data, perform traverse computations, analyze survey accuracy, and generate site layouts. The activity integrated field measurements, computational analysis, error adjustment techniques, and engineering visualization, promoting higher-order learning and practical problem-solving skills." |
To enable students to acquire real-world surveying skills through the use of modern geospatial instruments and data processing techniques for engineering mapping and infrastructure planning. |
Experiential Learning, Technology-Enabled Learning, Field-Based Learning, Project-Based Learning, Outcome-Based Learning |
Students appreciated the opportunity to work with modern surveying equipment in a real field environment. The activity enhanced their practical understanding of surveying concepts, data analysis, and engineering mapping, making learning more interactive and application-oriented. |
Students developed competencies in advanced surveying technology, coordinate computation, traverse adjustment, spatial data analysis, and engineering mapping. The activity enhanced practical skills, analytical thinking, and exposure to modern surveying practices used in industry. |
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| 211 |
Bini M Issac |
Innovate assessment method |
Combined Assessment- SRS+ DBMS related project : Individual assignment given for CST 309 Management of Software Systems. Each student was tasked with identifying a real-world software system idea based on design thinking principles. The goal was to apply user-centric design to conceptualize a solution, define its scope, and prepare a detailed Software Requirements Specification (SRS) document. This assisgnment is combined with a project for Database Management Systems |
The objective of this integrated assignment is to enable students to apply design thinking, software engineering, and database management concepts to a real-world software system. Students are expected to identify user needs, propose a user-centred solution, define the system scope, prepare a detailed Software Requirements Specification (SRS), and design an appropriate database for the proposed application. The assignment helps students understand how software requirements and database design are connected in the development of a complete software system. |
Students first identified a real-world problem using design thinking principles. They studied user needs, proposed a suitable software solution, and defined the scope and main features of the system. Based on this, they prepared the SRS document and designed the required database with tables, attributes, keys, and relationships. Finally, they developed the database part of the proposed system as part of the DBMS project. |
very good |
Very Good |
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| 212 |
Dr. Anju J Prakash |
Innovate assessment method |
SWOT ANALYSIS ASSESSMENT UHV : SWOT ANALYSIS ASSESSMENT UHV |
Encourage students to reflect on their personal values, strengths, and areas for improvement. Develop self-awareness, critical thinking, and ethical decision-making skills. Promote value-based education by connecting Universal Human Values (UHV) with personal and professional growth. |
Students are introduced to the concept of SWOT (Strengths, Weaknesses, Opportunities, and Threats) in the context of Universal Human Values. Each student performs a self-assessment by identifying personal strengths, weaknesses, opportunities, and challenges related to values, ethics, relationships, health, career, and social responsibility. Students prepare a SWOT matrix supported by real-life examples and propose an action plan for self-improvement. Small-group discussions and peer feedback sessions are conducted to encourage reflection and exchange of perspectives. Students present their SWOT analysis, followed by faculty evaluation based on predefined rubrics assessing self-awareness, analytical thinking, reflection, communication, and practicality of the action plan. |
Students appreciated the opportunity to reflect on their personal values and life goals. The activity helped them identify their strengths and recognize areas requiring improvement. |
Enhanced self-awareness and emotional intelligence among students. Improved understanding of Universal Human Values and their application in everyday life. Strengthened critical thinking, decision-making, and problem-solving abilities. |
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| 213 |
Resmipriya M G |
Innovative Pedagogical initiatives |
: Flipped Class :Seminar on topic virtual memory and Demand Paging in Operating Systems y Kiran Jojo and Bastin George,S4 CS B |
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| 214 |
Resmipriya M G |
Innovate assessment method |
: Digital Quiz : for Operating Systems S4 CS B |
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| 215 |
Dr. J R Anoop Raj |
Innovative Pedagogical initiatives |
Experiential Learning on Scanning Electron Microscopy (SEM) for Food Technology Students : Conducted an experiential learning session on SEM for S3 Food Technology students at TBI, AJCE on 11.08.2025. Students gained practical exposure to SEM operation, sample preparation, and microstructural analysis relevant to Food Chemistry, Food Microbiology, Food Packaging, and Food Processing. |
Provide hands-on learning, bridge theory and practice, develop analytical skills, promote research orientation, and strengthen Outcome-Based Education. |
Interactive lecture, SEM demonstration, live imaging, sample observation, discussion, and Q&A session. |
Students reported improved understanding of SEM applications, enhanced confidence in analytical techniques, and increased interest in research. |
Improved conceptual clarity, practical competency, research orientation, critical thinking, and industry readiness through experiential learning. |
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| 216 |
Dr. Roshan Kuruvila |
Innovate assessment method |
: To enhance students’ understanding of recent natural disasters and encourage them to propose innovative, practical, and community-based strategies for disaster preparedness, response, and mitigation.
tudents are required to:
Select a recent natural disaster (occurred in the last 2–3 years) such as floods, cyclones, earthquakes, wildfires, or landslides.
Research and document:
Causes and timeline of the disaster
Impacts on life, property, and the environment
Government and community response measures
Critically analyze the effectiveness of existing disaster management strategies.
Propose innovative solutions, which may include:
Use of emerging technologies
Community-level preparedness and education programs
Sustainable recovery and reconstruction methods
Eco-friendly or low-cost disaster-resistant housing models
Present findings in a digital presentation (for classroom display)
Evaluation Criteria:
Criteria Marks
Relevance and research depth 10 Marks
Application of disaster management principles 10 Marks
Innovation and practicality of solutions 5Marks
Presentation and clarity 5 Marks |
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| 217 |
Dr. Roshan Kuruvila |
Innovative Pedagogical initiatives |
: To enhance student learning by incorporating NPTEL (National Programme on Technology Enhanced Learning) video lectures as supplementary resources, enabling students to gain conceptual clarity, industry relevance, and exposure to expert-led instruction beyond the classroom. |
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| 218 |
Dr. Roshan Kuruvila |
Innovative Pedagogical initiatives |
: A case study on “Socio-Ecological Resilience to Cyclone Vulnerability – A Study of Coastal Odisha” was conducted to help students understand real-world applications of disaster management principles and community-based resilience strategies. |
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| 219 |
Reethu Susan Varghese |
Innovative Pedagogical initiatives |
Innovative Teaching Learning : As part of Module 5 – Flow Measuring Instruments & Pumps, an innovative pedagogical initiative in the form of a Flipped Classroom session was conducted for S3 Chemical Engineering (Fluid Mechanics) students in Room DC 407. The session focused on the topic “Classification of Pumps” and involved 50 students. Prior to the class, students were provided with study materials and short videos to review the fundamental concepts. During the session, active discussions, problem-solving tasks, and peer presentations were carried out, enabling deep understanding, improved engagement, and effective collaborative learning. |
Flipped Classroom |
Group discussion |
good |
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| 220 |
Reethu Susan Varghese |
Innovate assessment method |
Module Test- Gate Questions : A Module Test 1 was conducted for 45 S3 Chemical Engineering students focusing on objective-type questions from Fluid Mechanics, designed to promote deep learning and prepare students for the GATE exam. The test comprised 10 MCQs covering core concepts from the syllabus—such as fluid properties, classification of flow, pressure measurement, Bernoulli’s principle, pipe flow losses, and pump characteristics. Each question required critical thinking, conceptual clarity, and practical application. The objective format enhanced active recall, while the GATE-aligned questions familiarized students with competitive exam patterns. Overall, the assessment effectively evaluated conceptual understanding and exam preparedness, encouraging students to deepen their grasp of Fluid Mechanics fundamentals. |
Gate exam question appraoch |
Exam |
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| 221 |
Dr. Margret Sherin Joseph |
Innovate assessment method |
Highway Materials and Design : Assignment was given for the subject Highway Materials and Design as Identification of pavement failure with geotagged photos and probable solution based on recent research - Innovative Teaching Methods. |
Enable students to connect theoretical concepts of pavement distress (fatigue cracking, rutting, potholes, raveling, edge failure, etc.) with real field conditions. |
Briefing session: Faculty explains types of pavement failures, their causes, and relevant IRC/MORTH guidelines before the field task. Site selection: Students (individually) identify road stretches near their college/hostel/city with visible pavement distress. Field documentation: Photographs taken with geotagging enabled (via smartphone GPS or apps like GPS Map Camera). Each photo logged with coordinates, date, and a brief description of the visible distress. Failure classification: Students classify the observed distress type using standard pavement distress identification manuals. Literature review: Students search recent (last 3–5 years) research papers/journals for probable causes and remedial techniques matching the identified failure. Report preparation: A structured report/presentation is prepared including: Location map with geotagged images Distress type and probable cause Suggested remedial measure with research citation |
Students reported the activity as more engaging than conventional theory exams; appreciated linking classroom learning to real-world roads they use daily |
Students demonstrated better retention and application of pavement distress concepts compared to traditional written assessment, as reflected in improved performance in related exam questions. |
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| 222 |
Akshitha Saji |
Innovate assessment method |
: Innovative Assignment |
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| 223 |
Akshitha Saji |
Innovate assessment method |
: Group Discussion |
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| 224 |
Nijo M Joseph |
Innovate assessment method |
: * Special assignment – Mini Shark Tank Business proposal assignment - Business Idea pitching - Physical presentation and also video submissions. (Group Activity for S5 CHE students) |
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| 225 |
Dr. Divya Mol K T |
Innovate assessment method |
: Conducted an Assignment Presentation on the theme “Applications of Mathematics in Core Areas” for S3 ECE students under the course 24MAT207 – Transforms and Complex Analysis. The activity covered all five Course Outcomes (CO1–CO5), with student presentations focusing on the applications of Laplace Transform, Fourier Transform, Complex Functions, Complex Integration, and Conformal Mapping in Electronics and Communication Engineering. Students were divided into 12 teams, and presenters were selected by lot to ensure equal participation. Each presentation was followed by a technical discussion and Q&A session, and the best-performing team was awarded a ₹250 food coupon in recognition of their technical knowledge, presentation skills, and teamwork. The activity promoted Outcome-Based Education (OBE) by enhancing conceptual understanding, communication skills, collaboration, and the practical application of mathematical concepts in engineering. |
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| 226 |
Subini Therese Babu |
Innovative Pedagogical initiatives |
: Aptitude questions for placement training were prepared in gimkit (an online educational tool) and students were asked to attend the quiz. |
To enhance students' aptitude skills and placement readiness through an engaging, interactive, and game-based learning approach. |
Placement aptitude questions were prepared and conducted as an interactive quiz using Gimkit, enabling students to practise concepts and answer questions in a fun, competitive game-like environment. |
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Students actively participated in the quiz, improved their aptitude problem-solving skills, and developed greater interest and motivation towards placement preparation. |
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| 227 |
Minu Cherian |
Innovative Pedagogical initiatives |
: S7 students did Four Oracle Certificate Cousre for different course for the course Artificial Intelligence |
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| 228 |
Dr. Divya Mol K T |
Innovate assessment method |
Collaborative Learning through Student Presentations on Mathematical Applications in AI & Data Science : An assignment presentation on “Applications of Mathematics in Core Areas” was organized for Artificial Intelligence and Data Science (AD) students under the course 24MAT203 – Mathematical Foundations for Data Science. The topics were selected on 18th August, and students were given a month to prepare. After the Module 1 & 2 series exams, presentations were held on 17th September during the 3rd and 4th hours. The class was divided into 12 groups of five students each, with odd groups presenting topics from Module 1 (Matrices, Row Echelon Form, Eigenvalues, etc.) and even groups from Module 2 (Vector Space, Linear Independence, Basis, etc.). Presenters were chosen by lot, and each team was given 8 minutes for presentation and 2 minutes for Q&A. The best team received a ₹250 food coupon. The activity enhanced students’ understanding of mathematical applications in AI and Data Science, while also improving their teamwork, confidence, and presentation skills. |
To enhance students' understanding of the applications of mathematical concepts in Artificial Intelligence and Data Science while developing their presentation, communication, and teamwork skills. |
Collaborative Learning through Group Presentation (Outcome-Based Assignment) |
Positive Engagement |
Students gained a deeper understanding of the applications of mathematics in Artificial Intelligence and Data Science, improved their presentation and communication skills, strengthened teamwork, and developed greater confidence in explaining technical concepts. |
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| 229 |
Dr. Divya Mol K T |
Innovate assessment method |
Collaborative Learning through Student Presentations on Mathematical Applications in ECE : An assignment presentation on “Applications of Mathematics in Core Areas” was organized for ECE A students under the course 24MAT207 – Transforms and Complex Analysis. The activity covered Module 1 (Laplace Transform) and Module 2 (Fourier Transform). The class was divided into 12 groups of five students each, with odd-numbered groups presenting topics from Module 1 and even-numbered groups from Module 2. Presenters were chosen by lot on the day of the event, and each team was allotted 8 minutes for presentation followed by 2 minutes for Q&A. The event was evaluated by Ms. Linu Tess Antony, Assistant Professor, and Dr. Sabu Augustine, Head of the Department, Basic Science Department. The best-performing team received a ₹250 food coupon. The activity effectively enhanced students’ understanding of the applications of Laplace and Fourier Transforms in ECE, while improving their presentation skills, teamwork, and technical confidence. |
To enhance students' understanding of the applications of Laplace and Fourier Transforms in Electronics and Communication Engineering while improving their presentation, communication, and teamwork skills. |
Collaborative Learning through Group Presentation (Outcome-Based Assignment) |
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Students gained a better understanding of the practical applications of Laplace and Fourier Transforms, improved their communication and presentation skills, strengthened teamwork, and developed greater confidence in explaining technical concepts. |
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| 230 |
Dr. Jayasree P K |
Innovative Pedagogical initiatives |
Teaching and Learning through Experimental Learning : S3 CH (2024 -2028 Batch) - 24CHT205 Mechanical Operations - Few topics about Equipments are demonstrated in the lab.-Experiential learning- |
A good understanding of parts and working of equipment |
Experiential Learning |
Students got more understanding about the equipment |
Academic performance of students in the subject ,24CHT205 is improved |
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| 231 |
Lis Jose |
Innovate assessment method |
Web Programming Project-Based Assessment : The Web Programming Project-Based Assessment was conducted to evaluate students' understanding and application of web development concepts. Students were assigned projects that involved designing and developing dynamic and responsive web applications using web technologies such as HTML, CSS, JavaScript, and server-side programming tools. The assessment focused on practical implementation, creativity, and problem-solving skills. |
To encourage creativity and innovation in web development. |
Project-based learning and assessment. |
Students found the project-based assessment engaging and beneficial for learning web development concepts. |
Enhanced practical skills in developing responsive and interactive web applications. |
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| 232 |
Lis Jose |
Innovative Pedagogical initiatives |
Wayground Quiz on Java Programming : An interactive online quiz was conducted using the Wayground platform to assess and reinforce students' understanding of Java Programming concepts. The quiz included questions covering fundamental and advanced topics in Java. |
To strengthen students' understanding of Java Programming concepts. To evaluate students' knowledge through an engaging and interactive assessment. To encourage active participation and self-learning. To identify areas where students require additional support and clarification. |
Conducted an online quiz using the Wayground platform. |
Students found the quiz engaging and enjoyable. |
Improved student engagement and participation during the learning process. |
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| 233 |
Mini Joswin |
Innovative Pedagogical initiatives |
Pathway to App Development - Technical Talks : YOUR PATHWAY TO APP DEVELOPMENT
Build. Design. Innovate — Become the App Developer of Tomorrow! |
To equip students with the knowledge, skills, and confidence to design, develop, and deploy innovative mobile applications that solve real-world problems. |
Interactive expert lectures introducing app development concepts. Hands-on coding sessions using modern app development tools and frameworks. Live demonstrations of mobile application design, development, and deployment. |
tudents appreciated the interactive and hands-on nature of the workshop. They reported improved understanding of app development concepts, increased confidence in building mobile applications, and valued the practical exposure, industry insights, and collaborative learning experience. Overall feedback indicated high satisfaction and a strong interest in participating in similar workshops in the future. |
The workshop successfully introduced first-year students to the fundamentals of mobile application development and created awareness of career opportunities in the field. The interactive sessions and hands-on demonstrations sparked students' interest in app development and encouraged them to explore programming and digital innovation. |
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| 234 |
Sreeja C |
Innovate assessment method |
: Disaster Management (2023-27)Batch _ Certification Course |
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| 235 |
Sreeja C |
Innovate assessment method |
: Disaster Management Case Study Assignment ( 2023-27) |
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| 236 |
Dr. Sreekala P |
Innovative Pedagogical initiatives |
: Hands-on Practice of Armature Winding of DC Machine (Scale-down Working Model) |
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| 237 |
Nikhi Maria Raju |
Innovate assessment method |
: GATE QUESTIONS AS LAB VIVA IN ONLINE MODE IN CCF |
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| 238 |
Sreeja C |
Innovative Pedagogical initiatives |
Virtual Laboratory-Based Experiential Learning for Electronic Circuits Laboratory (24EEL203) : VIRTUAL LAB WORKSHOP FOR ELECTRONIC CIRCUITS LAB(2024-28) -This workshop introduces students to the Virtual Laboratory platform for Electronic Circuits, enabling them to perform experiments anytime, anywhere. Students will learn to simulate, analyze, and interpret circuit behavior using interactive tools that bridge theory with practice. |
Enhance practical understanding of electronic circuits through Virtual Labs simulations. Develop circuit analysis, testing, and troubleshooting skills using interactive experiments. Bridge the gap between theoretical concepts and laboratory practice through simulation-based learning |
Virtual Laboratory-Based Learning using the IIT Virtual Labs platform. Experiential Learning through simulation of electronic circuit experiments and analysis of outputs. |
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Students successfully performed virtual experiments on analog electronic circuits and interpreted the results. Improved conceptual understanding, analytical thinking, and confidence in circuit behavior analysis. Enhanced readiness for physical laboratory sessions through simulation-based practice. |
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| 239 |
Anjali Rathish |
Innovate assessment method |
: PHYSICAL METALLURGY MTT203 |
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| 240 |
Anjali Rathish |
Innovate assessment method |
: MTT284 : ENGINEERING MATERIALS |
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| 241 |
Treesa Joselin |
Innovative Pedagogical initiatives |
: Provided video for easy understanding |
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| 242 |
Dr. Roshan Kuruvila |
Innovate assessment method |
: Certificate Course |
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| 243 |
Jinson Devis |
Innovative Pedagogical initiatives |
: Innovative Pedagogical Initiative: Interactive Quiz |
Enhance student engagement and participation during classroom sessions. Promote active learning through continuous interaction. Assess students' understanding of concepts in real time. Provide immediate feedback to improve learning outcomes. |
Conducted short quizzes at the beginning of the class to assess prerequisite knowledge. Used interactive quiz platforms such as Kahoot, Quizizz, Google Forms, and Moodle. Included conceptual, analytical, and application-oriented questions aligned with course outcomes. Displayed instant results and discussed correct answers immediately after each quiz. |
Students responded positively to the interactive quiz sessions. They found the quizzes enjoyable, motivating, and effective in reinforcing classroom learning. Immediate feedback helped them identify mistakes and improve their understanding. The gamified environment increased participation, reduced monotony, and encouraged regular preparation for classes. |
Improved student attendance and classroom participation. Enhanced conceptual understanding and knowledge retention. Increased student motivation through gamified learning. Enabled faculty to identify weak areas and provide targeted support. Improved performance in internal assessments due to continuous formative evaluation. Fostered an interactive, learner-centered classroom environment and promoted self-directed learning. |
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| 244 |
Ajith G S |
Innovate assessment method |
: One to One Technical Interview S9-INTMCA 2021-2026 Batch |
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| 245 |
Litty Joseph |
Innovate assessment method |
: 2023-2027 Batch s5 signals and systems assignment |
Reinforce the theoretical concepts of signals and systems through problem-solving. • Develop analytical skills in signal representation and system analysis. • Improve students' ability to apply mathematical techniques to engineering problems. • Enhance critical thinking and independent learning. |
Assignment questions covering all course modules were provided. • Students solved numerical and analytical problems individually. |
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Students reported that the assignments helped them understand difficult mathematical concepts more clearly |
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| 246 |
Sreeja C |
Innovate assessment method |
Micro Project-Based Learning in Digital Electronics through Logic Circuit Design and Implementation : Micro project - Digital electronics combined with Electric Circuits Theory courses in S3 EEE(2024-28) |
Strengthen students' understanding of digital logic design through hands-on mini projects. Enable students to design, simulate, and implement digital circuits using hardware or simulation tools. Develop teamwork, problem-solving, and technical documentation skills |
Project-Based Learning (PBL) through group mini projects on digital circuit design. Experiential Learning using hardware implementation and simulation tools. Collaborative and Outcome-Based Learning through group demonstrations, presentations, and rubric-based assessment. |
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Students successfully translated theoretical concepts into functional digital circuit implementations. Improved practical skills in circuit design, simulation, testing, and technical presentation. Enhanced collaboration, innovation, and confidence through project-based learning and demonstrations. |
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| 247 |
Dr. Divya Mol K T |
Innovative Pedagogical initiatives |
Gamified Learning through Matrix Kingdom Quest : Conducted an innovative experiential learning activity titled "AI & Data Science Treasure Hunt – Matrix Kingdom Quest" for S3 Artificial Intelligence and Data Science students as part of Assignment 2 in the course Mathematical Foundations for Data Science. The gamified treasure hunt comprised five interconnected stages covering all five Course Outcomes (CO1–CO5), including Curve-Fitting, Linear Transformations, Eigenvalues and Eigenvectors, Inner Product Spaces, and Diagonalization through real-world AI and data science applications. A total of 59 students participated in 12 teams, solving application-oriented challenges, preparing flowcharts, and submitting responses through Google Forms. To encourage teamwork and healthy competition, the first team to successfully complete all tasks and submit the Google Form and handwritten flowchart was awarded a ₹250 food coupon. The activity promoted active learning, analytical thinking, collaboration, creativity, and Outcome-Based Education (OBE) by enabling students to apply concepts from all five course outcomes in an engaging, technology-enabled learning environment. |
To strengthen students' understanding of mathematical concepts through an interactive, experiential, and gamified learning activity with applications in Artificial Intelligence and Data Science. |
Gamification through Experiential Learning |
Positive Engagement |
Students improved their conceptual understanding of mathematical foundations, enhanced their analytical thinking, teamwork, and problem-solving skills, and gained practical insight into the applications of mathematics in Artificial Intelligence and Data Science through an engaging learning experience. |
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| 248 |
Admin Coordinator-Fr. Jins Arackaparampil |
Innovative Pedagogical initiatives |
Case Study Analysis of Industrial Accidents : introduces students to the concept of industrial accidents and explains that engineering failures rarely occur because of a single reason. Instead, accidents result from a combination of technical failures, human errors, inadequate maintenance, poor safety culture, design deficiencies, and management failures.
The class is divided into groups of 4–5 students, and each group is assigned a different industrial accident. Every group is expected to investigate the accident using authentic resources such as accident investigation reports, OSHA publications, ILO documents, research papers, government reports, and company safety manuals.
Suggested Case Studies
Bhopal Gas Tragedy (India, 1984)
Chernobyl Nuclear Disaster (Ukraine, 1986)
Fukushima Daiichi Nuclear Disaster (Japan, 2011)
BP Texas City Refinery Explosion (USA, 2005)
Deepwater Horizon Oil Spill (USA, 2010)
Piper Alpha Oil Platform Explosion (North Sea, 1988)
Flixborough Chemical Plant Explosion (UK, 1974)
Seveso Chemical Accident (Italy, 1976)
Buncefield Oil Depot Explosion (UK, 2005)
Tianjin Port Explosion (China, 2015)
Beirut Port Explosion (Lebanon, 2020)
LG Polymer Gas Leak, Visakhapatnam (India, 2020)
Jaipur Indian Oil Depot Fire (India, 2009)
Chasnala Mining Disaster (India, 1975) |
The objective of this activity is to expose students to real industrial accidents and enable them to understand the practical application of industrial safety principles. |
Group activity |
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Analyze industrial accidents using engineering principles. Identify hazards and perform risk assessment. Evaluate failures in safety management systems. Recommend engineering and administrative controls. Develop teamwork, communication, and problem-solving skills. |
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| 249 |
Dr. Divya Mol K T |
Innovative Pedagogical initiatives |
Experiential Learning through Drone Signal Expedition : Conducted an innovative experiential learning activity titled "Drone Signal Expedition – Laplace to Fourier Adventure" for S3 ECE-B students as part of Assignment 2 in the course Transforms and Complex Analysis. The gamified activity comprised five interconnected stages covering all five Course Outcomes (CO1–CO5), including Laplace Transform, Region of Convergence, Residue Theorem, Cauchy Residue Theorem, and Fourier Sine Transform through real-world drone signal analysis. A total of 58 students participated in 11 teams, solving application-oriented problems, preparing flowcharts, and submitting responses through Google Forms. To encourage healthy competition and teamwork, the first team to successfully complete all tasks and submit the Google Form and handwritten flowchart was awarded a ₹250 food coupon. The activity promoted active learning, critical thinking, collaboration, creativity, and Outcome-Based Education (OBE) by enabling students to apply concepts from all five course outcomes in an engaging, technology-enabled learning environment. |
To enhance students' understanding of mathematical transformations used in signal analysis through an interactive, experiential, and gamified learning activity |
Gamification through Experiential Learning |
Positive Engagement |
Students improved their understanding of signal transformations, enhanced their analytical thinking and teamwork skills, and gained practical insight into the application of mathematical concepts in Electronics and Communication Engineering through an engaging learning experience. |
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| 250 |
Fr. Dr. Jins Sebastian |
Innovate assessment method |
Case Study Analysis of Industrial Accidents : instructor introduces students to the concept of industrial accidents and explains that engineering failures rarely occur because of a single reason. Instead, accidents result from a combination of technical failures, human errors, inadequate maintenance, poor safety culture, design deficiencies, and management failures.
The class is divided into groups of 4–5 students, and each group is assigned a different industrial accident. Every group is expected to investigate the accident using authentic resources such as accident investigation reports, OSHA publications, ILO documents, research papers, government reports, and company safety manuals.
Suggested Case Studies
Bhopal Gas Tragedy (India, 1984)
Chernobyl Nuclear Disaster (Ukraine, 1986)
Fukushima Daiichi Nuclear Disaster (Japan, 2011)
BP Texas City Refinery Explosion (USA, 2005)
Deepwater Horizon Oil Spill (USA, 2010)
Piper Alpha Oil Platform Explosion (North Sea, 1988)
Flixborough Chemical Plant Explosion (UK, 1974)
Seveso Chemical Accident (Italy, 1976)
Buncefield Oil Depot Explosion (UK, 2005)
Tianjin Port Explosion (China, 2015)
Beirut Port Explosion (Lebanon, 2020)
LG Polymer Gas Leak, Visakhapatnam (India, 2020)
Jaipur Indian Oil Depot Fire (India, 2009)
Chasnala Mining Disaster (India, 1975)
Rana Plaza Building Collapse (Bangladesh, 2013) |
The objective of this activity is to expose students to real industrial accidents and enable them to understand the practical application of industrial safety principles. |
Group activity |
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Analyze industrial accidents using engineering principles. Identify hazards and perform risk assessment. Evaluate failures in safety management systems. Recommend engineering and administrative controls. Develop teamwork, communication, and problem-solving skills. |
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| 251 |
Dr. Divya Mol K T |
Innovate assessment method |
Experiential Learning through Treasure Hunt – The Signal Quest : Conducted an innovative experiential learning activity titled "Treasure Hunt Adventure – The Signal Quest" for S3 ECE students as part of Assignment 2 in the course Transforms and Complex Analysis. The gamified treasure hunt comprised five stages covering all five Course Outcomes (CO1–CO5), including Laplace Transform, Region of Convergence, Residue Theorem, Cauchy Residue Theorem, and Fourier Sine Transform through real-world signal processing applications. Sixty students participated in 12 teams, solving application-oriented problems, designing flowcharts, and submitting responses via Google Forms. The activity promoted active learning, teamwork, analytical thinking, creativity, and Outcome-Based Education (OBE) by enabling students to apply concepts from all five course outcomes in an engaging, technology-enabled environment. |
To enhance students' conceptual understanding of mathematical transformations used in signal and system analysis through an experiential, gamified learning approach, while fostering analytical thinking, teamwork, problem-solving, and the practical application of mathematical concepts in engineering. |
Gamification through Experiential Learning |
Positive Engagement |
Students gained a better understanding of mathematical transformations, improved their problem-solving and teamwork skills, and actively participated in an engaging, application-oriented learning experience. |
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| 252 |
Treesa Joselin |
Innovate assessment method |
: VIdeo assessment |
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| 253 |
Arun Thomas |
Innovate assessment method |
: Build a mechanism of your choice: Objective:
To develop design thinking and practical engineering skills by creating functional physical models of mechanical systems.
Implementation:
Each group will be assigned—or may choose—one of the following project themes:
Cam and follower system simulating valve motion
Four-bar linkage for path generation (e.g., a pick-and-place robotic arm)
Balancing mechanism for rotating masses
Gear train demonstrating torque–speed transformation
Materials:
Cardboard, acrylic sheets, basic hand tools, and 3D-printed components.
One Sample report is attached |
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| 254 |
Arun Thomas |
Innovative Pedagogical initiatives |
: Innovate assessment method
Build a mechanism of your choice: Objective: To develop design thinking and practical engineering skills by creating functional physical models of mechanical systems. Implementation: Each group will be assigned—or may choose—one of the following project themes: Cam and follower system simulating valve motion Four-bar linkage for path generation (e.g., a pick-and-place robotic arm) Balancing mechanism for rotating masses Gear train demonstrating torque–speed transformation Materials: Cardboard, acrylic sheets, basic hand tools, and 3D-printed components. One Sample report is attached |
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| 255 |
Hitha P S |
Innovative Pedagogical initiatives |
Microproject using Arduino Board : Conducted Assignment 2 for S5 CSA students (2023-2027 batch) as microproject |
To enhance students' problem-solving, design, and implementation skills by engaging them in a real-world microproject that integrates theoretical concepts with practical application. To promote self-directed learning, teamwork, and project management skills through collaborative planning, execution, documentation, and presentation of the microproject outcomes. |
Assessed the microprojects based on technical implementation, creativity, teamwork, documentation, presentation, and achievement of course outcomes. |
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The microproject using the Arduino Board provided students with hands-on experience in designing and implementing embedded system solutions, enabling them to apply theoretical concepts to real-world problems. The activity enhanced their technical proficiency, problem-solving, creativity, teamwork, project management, and communication skills through collaborative development, documentation, and presentation, resulting in improved achievement of course outcomes and increased confidence in practical engineering applications. |
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| 256 |
Minu Cherian |
Innovative Pedagogical initiatives |
: S7 students successfully completed the assessment course and project on the Blend-ed platform, an initiative developed by the 2020-2024 passout student |
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| 257 |
Sreeja C |
Innovative Pedagogical initiatives |
Integration of Online Arduino Certification for Enhancing Digital Electronics Learning : To strengthen conceptual understanding and practical exposure, the student was encouraged to complete an external certification course — “Arduino Masterclass in 90 Minutes” offered by Programming Electronics through the Cursa learning platform.
This certification provided hands-on exposure to:
Arduino UNO hardware fundamentals
Digital input/output operation
PWM and timing control
Sensor interfacing concepts
Use of microcontroller-based logic to implement digital systems
These concepts support the Digital Electronics mini-project, enabling the student to move beyond simulation and apply real-time hardware logic. |
Strengthen practical understanding of digital electronics through an online Arduino certification. Enable students to apply microcontroller concepts in mini-project development. Enhance self-directed learning and hands-on programming skills. |
Online skill-based certification through the Cursa learning platform. Experiential learning by integrating Arduino concepts into mini-project development. Outcome-based learning through practical application and certification-based assessment. |
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Students demonstrated improved confidence in applying digital electronics concepts to hardware projects. Enhanced skills in coding, debugging, prototyping, and microcontroller interfacing. Better quality and clarity in mini-project planning and implementation. |
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| 258 |
Sulu George |
Innovative Pedagogical initiatives |
: Enhancing Logical Diagramming Skills: Draw.io Tool Implementation Workshop |
To improve students’ logical diagramming and visualization skills, enable effective representation of algorithms, flowcharts, digital circuits, and system architectures, and introduce a collaborative digital tool for technical documentation and problem analysis. |
Conducted a hands-on workshop demonstrating the use of Draw.io for creating flowcharts, block diagrams, logic circuit diagrams, and architecture representations; students practiced designing diagrams related to programming logic and computer organization concepts and received guided feedback during the session. |
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Students developed improved diagramming and visualization skills, produced clearer and more organized technical representations, enhanced their ability to communicate logical and system-level concepts effectively, and became familiar with a useful industry-oriented digital documentation tool. |
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| 259 |
Sulu George |
Innovative Pedagogical initiatives |
: Industry Expert Class : Organized online session with industry professional to expose students to real-world trends |
To bridge the gap between academic learning and industry practices, expose students to current technology trends and career opportunities, and motivate students to develop industry-relevant skills and professional awareness. |
Planned and conducted an online expert session with an industry professional; students participated in interactive discussions, received insights on emerging technologies, workplace expectations, and career preparation, and were encouraged to ask questions and reflect on the session outcomes. |
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Students gained awareness of current industry trends and professional practices, understood the relevance of academic concepts in real-world applications, increased their interest in skill development and career planning, and benefited from direct interaction with an industry expert. |
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| 260 |
Dr. Kumar S N |
Innovate assessment method |
23ITT309: Management for Software Engineers,Assignment 3- Video making (IKS in Software Engineering) : Students were assigned an interdisciplinary research-based assessment integrating Indian Knowledge Systems (IKS), Project Management, Agile/Lean methodologies, Sustainable Development Goals (SDGs), and Startup India initiatives. The assignment required students to critically analyze management principles from ancient Indian texts such as the Arthashastra and Bhagavad Gita, design an indigenous project management framework, and propose an innovative IT-based solution addressing a selected SDG. This activity promoted higher-order thinking, creativity, research, and real-world problem-solving. |
To integrate Indian Knowledge Systems (IKS) with modern software project management practices. To develop critical thinking through analysis of Agile, Lean, and indigenous management principles. To encourage innovation by designing IT-based solutions aligned with Sustainable Development Goals (SDGs). To enhance research, technical writing, and presentation skills. To promote entrepreneurship and awareness of national innovation initiatives such as Startup India and Atal Innovation Mission. |
Research-oriented individual assignment. Literature review of ancient Indian texts and modern project management methodologies. Comparative analysis of Agile, Lean, and IKS-based management principles. Design of an indigenous project management framework. Development of an innovative SDG-oriented IT solution concept. Rubric-based evaluation focusing on originality, critical analysis, innovation, feasibility, sustainability, and technical presentation. |
Students appreciated the opportunity to connect traditional Indian management principles with contemporary software engineering practices. The assignment enhanced their understanding of Agile project management, SDGs, entrepreneurship, and innovation while improving research, analytical thinking, and technical communication skills. Students found the activity engaging and relevant to current industry and societal challenges. |
The innovative assessment successfully promoted interdisciplinary and outcome-based learning by integrating Indian Knowledge Systems, software engineering, and sustainable development. Students demonstrated improved research aptitude, leadership, decision-making, innovation, and project management skills. The activity also strengthened awareness of national innovation ecosystems and encouraged the development of socially relevant technology solutions aligned with SDGs and national priorities. |
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| 261 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
24EET205- Electromagnetic Theory-, Assignment 1- Mini Project :
Students completed a batch-wise mini project by designing and developing a working model demonstrating the principles of Electromagnetism and Measurement. The activity encouraged students to apply theoretical concepts such as electromagnetic induction, magnetic flux, Faraday's law, Maxwell's equations, and measurement techniques to develop innovative engineering solutions. The project was assessed based on functionality, innovation, technical design, and teamwork. |
o enhance conceptual understanding of electromagnetic theory through hands-on learning. To apply electromagnetic principles in designing and developing functional engineering models. To promote creativity, innovation, and problem-solving skills. To strengthen teamwork, technical communication, and project management skills. To bridge the gap between theoretical concepts and real-world engineering applications. |
Batch-wise mini project development. Design and fabrication of a working model. Application of electromagnetic theory and measurement principles. Experimental demonstration and technical presentation. Rubric-based assessment considering conceptual understanding, model design, functionality, innovation, and team participation. |
Students appreciated the opportunity to convert theoretical concepts into practical working models. The mini project improved their understanding of electromagnetic principles, enhanced teamwork and communication skills, and increased confidence in solving real-world engineering problems through innovative design. |
The mini project significantly improved students' practical knowledge of Electromagnetic Theory and Measurement. Students demonstrated enhanced analytical thinking, creativity, and engineering design skills while successfully applying theoretical concepts to functional prototypes. The activity promoted experiential, outcome-based learning and encouraged innovation, collaboration, and effective technical communication. |
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| 262 |
Dr. Kumar S N |
Innovate assessment method |
24EET205- Electromagnetic Theory-, Assignment 3- Eposter presentation :
Students prepared and presented a batch-wise technical chart as a continuation of their microproject on the Principles of Electromagnetism and Measurement. The activity required students to visually represent electromagnetic concepts using diagrams, flowcharts, and engineering illustrations, along with an oral presentation demonstrating the practical applications of the developed model. The assessment focused on concept clarity, technical accuracy, presentation skills, innovation, and teamwork. |
To strengthen students' understanding of electromagnetic theory through visual learning. To enhance technical communication using engineering charts and diagrams. To promote collaborative learning through batch-wise project presentation. To develop presentation, analytical, and problem-solving skills. To encourage students to relate theoretical concepts to practical engineering applications. |
Batch-wise chart preparation based on the mini project. Visual representation of electromagnetic principles using charts, diagrams, and illustrations. Model demonstration and technical presentation. Oral explanation and interaction with faculty. Rubric-based assessment considering concept understanding, content accuracy, presentation quality, innovation, and team participation. |
Batch-wise chart preparation based on the mini project. Visual representation of electromagnetic principles using charts, diagrams, and illustrations. Model demonstration and technical presentation. Oral explanation and interaction with faculty. Rubric-based assessment considering concept understanding, content accuracy, presentation quality, innovation, and team participation. |
The assessment significantly improved students' conceptual clarity, visualization skills, and technical communication. Students demonstrated better understanding of electromagnetic principles by linking theoretical concepts with practical applications. The activity fostered creativity, collaboration, presentation skills, and active participation, thereby supporting experiential and outcome-based learning. |
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| 263 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: Industrial Safety: Study materials from Institution of Safety Engineers (India) |
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| 264 |
Dennis Thomas |
Innovative Pedagogical initiatives |
RenewableEnergyLab-Visit&Discussion : RenewableEnergyLab-Visit&Discussion
As part of the Renewable Energy Systems course, a laboratory visit was conducted to the RS803 Renewable Energy Laboratory to provide students with experiential learning and real-time exposure to renewable energy technologies. During the session, students engaged with various experimental setups including solar photovoltaic panels, incandescent heating sources, windmill models, weather-monitoring instruments, biogas plant models, renewable grid-interfacing systems etc. The visit enabled students to connect theoretical concepts with practical applications, observe system behavior firsthand, and develop a deeper understanding of the operational principles and challenges associated with modern renewable energy systems. This is given as part of course Semester-7, EET435-Renewable Energy. |
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RS803 Renewable Energy Lab Instrument Demo |
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| 265 |
Dennis Thomas |
Innovative Pedagogical initiatives |
Hands-on MATLAB Session: Renewable Energy Systems and Grid Interaction : Hands-on MATLAB Session: Renewable Energy Systems and Grid Interaction
This hands-on session introduces participants to modeling and simulation of renewable energy systems using MATLAB/Simulink, with a focus on their interaction and integration with the power grid. Through practical exercises, students will learn how to analyze solar and wind energy systems, study grid stability and power quality, and explore strategies for efficient renewable energy integration into modern smart grids. This is given as part of course Semester-7, EET435-Renewable Energy. |
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DB202 Simulation Lab (Hands-on training) |
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| 266 |
Sulu George |
Innovate assessment method |
: The Combined Assignment approach is introduced to move students beyond rote memorization and help them apply concepts in a meaningful, practical manner. It integrates three core subjects—Formal Logic and Digital Fundamentals(24BCAT107),
Problem Solving and Structured Programming(24BCAT105),
Computer Organization and Architecture (24BCAT109) —so students can see how theoretical ideas connect to real-world system design. Through this method, learners develop higher-order thinking, understand system-level interactions, and gain hands-on skills in logic design, architecture specification, and programming. |
To promote concept integration across multiple subjects, reduce rote learning, encourage application-oriented learning, and develop analytical, programming, and system-design skills through interdisciplinary assessment. |
Designed a combined assignment covering logic design, algorithm development, programming implementation, and architecture-level analysis; students worked on interconnected tasks requiring the application of concepts from all three courses; evaluation emphasized problem-solving ability, system-level understanding, creativity, and practical implementation. |
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Students demonstrated improved conceptual clarity, stronger connections between theory and practice, enhanced higher-order thinking and problem-solving skills, and better understanding of how digital logic, programming, and computer architecture interact in real-world computing systems. |
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| 267 |
Litty Joseph |
Innovate assessment method |
: 2025-2029 Batch s1 CY |
Strengthen the understanding of fundamental electrical engineering concepts through practical applications. • Develop problem-solving and analytical skills in electrical systems. • Encourage innovation, teamwork, and creativity. • Familiarize students with electrical components, circuits, and safety practices. • Improve technical communication, documentation, and presentation skills. |
Students formed groups of 3–5 members. • Selected an engineering electrical application or real-world problem. • Conducted literature review and identified suitable solutions. • Designed and developed a simple working model, simulation, or prototype using electrical components/software tools. |
Students expressed that the project helped them understand electrical engineering concepts beyond classroom learning |
Improved understanding of basic electrical engineering principles. • Enhanced practical skills in circuit design, wiring, simulation, and testing. • Developed teamwork, leadership, and communication skills |
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| 268 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
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| 269 |
Minu Cherian |
Innovative Pedagogical initiatives |
: Python for Engineers Capstone Project |
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| 270 |
Dr. Careena P |
Innovative Pedagogical initiatives |
Tinkercad : The assignment on Basic Electronics Engineering was successfully carried out using the Tinkercad platform. |
To provide students with hands-on experience in designing and simulating basic electronic circuits using the Tinkercad platform. To strengthen students' understanding of fundamental electronics concepts by enabling them to analyze, test and validate circuit behavior in a virtual environment while enhancing their problem-solving and digital design skills. |
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Students provided positive feedback on the Tinkercad-based assignment, stating that the virtual simulation environment made learning Basic Electronics more interactive and engaging. They found it easier to understand circuit design, component functionality and troubleshooting through hands-on simulation, which improved their confidence and practical understanding of electronic circuits. |
The Tinkercad-based assignment effectively enhanced students' understanding of Basic Electronics by integrating theoretical concepts with virtual circuit simulation. Students developed improved circuit design, analysis and troubleshooting skills while gaining confidence in using modern electronic design tools. The activity promoted active learning, self-paced experimentation and better preparedness for laboratory-based practical sessions. |
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| 271 |
Treesa Joselin |
Innovate assessment method |
: Subject Quiz |
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| 272 |
Lida K Kuriakose |
Innovate assessment method |
: Micro Project on Essentials of Office Automation |
o develop proficiency in creating professional documents, spreadsheets, presentations, and reports. |
Students were organized into small groups of 3–5 members. Each group was assigned or allowed to choose a micro project related to office automation, such as payroll management, inventory tracking, student record management, event budgeting, sales analysis, or office documentation. Students utilized office automation tools such as MS Word and MS Excel to design and implement their solutions. |
Students found the micro project engaging and relevant to real-world office applications. |
The Micro Project on Essentials of Office Automation enabled students to apply office productivity tools to solve practical problems in a collaborative environment. |
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| 273 |
Fabeela Ali Rawther |
Innovative Pedagogical initiatives |
SOFT COMPUTING CST 444(KTU) : Colab used to generate the full Module 3 implementation using Scikit-fuzzy |
Teaching |
Teaching Methodology |
Good |
Analysis clear |
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| 274 |
Niya Joseph |
Innovate assessment method |
Combined project : Design and implement a Java application that demonstrates a clear OOP-based class hierarchy with meaningful exception handling, includes at least two non-trivial data structures implemented from scratch without using the Java Collections Framework, applies algorithms such as sorting, searching, recursion, or traversal, and provides a simple Swing or JavaFX GUI, ensuring each student contributes to both OOP design and data structure implementation |
To strengthen students' understanding of object-oriented programming, data structures, algorithms, and software design through the development of a complete Java application. |
Students worked in teams to design, implement, and demonstrate a Java application incorporating OOP principles, custom data structures, algorithmic techniques, exception handling, and a Swing/JavaFX-based graphical user interface. |
Students found the project effective in integrating theoretical concepts with practical software development and appreciated the opportunity to apply programming skills in a comprehensive application. |
The project enhanced students' proficiency in OOP design, data structure implementation, algorithm development, GUI programming, teamwork, and problem-solving skills while providing hands-on experience in software engineering practices. |
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| 275 |
Lida K Kuriakose |
Innovative Pedagogical initiatives |
: Involved the use of Git in Python Practical |
To familiarize students with Git, the industry-standard version control system. To develop good coding practices through version control and code management. |
Git was introduced as part of the Python Practical course |
Regular use of Git improved confidence in maintaining and organizing programming assignments. Collaborative repository activities enhanced teamwork and understanding of software development workflows. |
Improved code organization, documentation, and project maintenance skills. Enhanced understanding of collaborative software development practices. |
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| 276 |
Dr. Indu John |
Innovative Pedagogical initiatives |
: Teamwise quiz conducted in class for Comprehensive course viva |
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| 277 |
Dr. Careena P |
Innovate assessment method |
micro-project : The Linear Integrated Circuits (S5) subject assignment was carried out as a micro-project by the ECE B batch |
To enhance students' understanding of Linear Integrated Circuits by applying theoretical concepts to the design, implementation and testing of practical analog electronic circuits. To develop teamwork, problem-solving, documentation and presentation skills through the successful execution and demonstration of a collaborative micro-project. |
Students were organized into teams and each team was assigned a micro-project based on the concepts covered in the Linear Integrated Circuits course. The teams carried out circuit design, simulation, hardware implementation, testing, troubleshooting and performance analysis under faculty guidance. Each team documented the project work and presented the design, implementation process and experimental results for evaluation. |
Overall, students responded positively to the micro-project activity. They reported that the project improved their conceptual understanding of Linear Integrated Circuits, enhanced their practical circuit design and troubleshooting skills and strengthened their teamwork, communication and problem-solving abilities. The hands-on experience made the course more engaging and helped them relate theoretical concepts to real-world applications. |
The micro-project successfully achieved its intended learning outcomes by promoting experiential learning and active student participation. Students demonstrated improved technical competence in analog circuit design and analysis, greater confidence in applying theoretical concepts and enhanced collaboration and presentation skills. The activity also encouraged innovation, self-learning and a practical approach to problem-solving. |
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| 278 |
Subini Therese Babu |
Innovate assessment method |
: Students (S3 CS-A) were assigned Java-based mini projects in which they were required to identify and implement appropriate Data Structures to solve the problem. The projects were evaluated based on the effective application, implementation, and justification of the Data Structures used, providing an innovative, practical, and project-based assessment of their learning. |
To provide students with practical experience in applying Data Structures concepts and Java programming skills to develop a functional mini project. |
Students were assigned mini projects to be developed in Java, with the project serving as a Java programming assignment while the selection, implementation, and application of appropriate Data Structures within the project were evaluated as part of the Data Structures course. |
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| 279 |
Subini Therese Babu |
Innovate assessment method |
: Students were asked to prepare SRS document for the project they selected for DBMS and that was taken as an assignment for MSS.(S5A) |
To develop students' skills in analysing, documenting, and specifying software requirements through the preparation of an SRS document for their selected DBMS project. |
Students prepared an SRS document based on the requirements and proposed functionalities of their selected DBMS project as an assignment for MSS. |
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Students gained practical experience in requirements analysis and SRS documentation, improving their understanding of software project planning and database application development. |
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| 280 |
Dr. Kumar S N |
Innovate assessment method |
: 24 MNC107 MATLAB For Electrical Engineers -Mini Project Expo |
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| 281 |
Anu Abraham Mathew |
Innovate assessment method |
Case Study Based Learning and Implementation: Solving Real-World Problems Using C Programming : Title of the Practice:
Case Study Based Learning and Implementation: Solving Real-World Problems Using
C Programming
Objective:
To cultivate programming fundamentals, team collaboration, and real-world
problem-solving abilities in first-year ECE students through a structured mini project
using the C language. |
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| 282 |
Dr. Sreekala P |
Innovative Pedagogical initiatives |
: MATLAB SIMULATION MODEL OF SYNCHRONOUS GENERATOR |
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| 283 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
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| 284 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
: 24 CST 216- Mathematics for Machine Learning, MATLAB software program for teaching the concepts in module 2 with case studies |
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| 285 |
Dr. Yedhu Krishnan R |
Innovative Pedagogical initiatives |
Principles of Food Technology: Calculation of Molarity, Normality, and Molality using Lab Reagents : Experiential Learning Activity: Calculation of Molarity, Normality, and Molality using Lab Reagents |
Connect theoretical calculations to real laboratory materials; Develop confidence in working with actual lab chemicals ; Experience the practical workflow of solution preparation |
Students were provided with different chemical reagents commonly used in food analysis and laboratory work, including: Sodium Hydroxide (NaOH), Sodium Chloride (NaCl), Aluminum Chloride (AlCl₃), H2SO4 etc. Each student was given a reagent bottle with clearly labeled molecular weights. Students were tasked with calculating three key quantitative parameters: Molarity (M) - moles of solute per liter of solution; Normality (N) - equivalents of solute per liter of solution; Molality (m) - moles of solute per kilogram of solvent. |
Positive |
1. Conceptual Knowledge: Molecular weight, definitions of molarity, normality, molality; relationships between units. 2. Computational Skills: Accurate calculation of concentration parameters; unit conversions; stoichiometric reasoning 3. Application Skills Identifying appropriate concentration units; designing solution and preparation protocols; 4. Analytical Skills: Interpreting chemical labels; comparing concentration methods; evaluating data quality |
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| 286 |
Dr. Yedhu Krishnan R |
Innovate assessment method |
Principles of Food Technology: Solution Preparation and Stoichiometry : Innovative Assessment: Solution Preparation & Stoichiometry |
Calculate mass requirements for molar solutions using stoichiometric relationships; Distinguish between molarity and molality concentration units; Apply correct preparation protocols for chemical solutions; Evaluate experimental procedures for accuracy and correct methodology ; Develop analytical thinking |
The assessment was conducted as a timed individual module test. Problem-based scenario testing application over recall; Real-world contextualization in food technology processes ; Multi-problem format assessing different concentration units (molarity, molality, normality) |
Positive |
LO1: Calculate mass requirements for solutions; LO2: Distinguish concentration units; LO3: Evaluate experimental procedures; LO4: Analytical thinking. |
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| 287 |
Dr. Femy M Makkar |
Innovate assessment method |
: A.Y: 2025-26. subject: 24CET206 Geotechnical Engineering (S4CE). Students were assessed through an experiential, field-based evaluation where they identified soil types in real site conditions using visual inspection, texture, and simple field tests. This innovative assessment emphasized hands-on learning, critical observation, and application of theoretical concepts to practical geotechnical scenarios. |
To assess students' ability to apply theoretical soil classification concepts to real, unprepared field conditions. To evaluate practical/field skills (visual inspection, texture assessment, simple field tests) rather than only theoretical recall. To build confidence in on-site decision-making, a core competency for geotechnical practice. |
Students visited a real site and were assessed individually on identifying soil types using visual inspection, texture assessment, and simple field tests (e.g., dry strength test, dilatancy test, thread/ribbon test). Assessment was conducted in situ, requiring students to reason through classification live rather than in a lab with pre-processed samples. Faculty observed and evaluated students' methodology, accuracy of identification, and justification of reasoning during the exercise. |
Students responded positively to the field-based assessment, finding it more engaging and practical than conventional written or lab-based tests. Many appreciated the chance to apply theoretical classification methods to real, unpredictable site conditions, which helped build confidence in hands-on decision-making. The activity also strengthened observation and reasoning skills, as students had to rely on judgment rather than lab equipment. |
Students demonstrated improved practical competency in soil identification beyond textbook classification exercises. The assessment provided a more authentic measure of applied understanding and readiness for field engineering roles. |
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| 288 |
Jetty Benjamin |
Innovate assessment method |
Certification : Certification |
An Introduction to Logic for Computer Science |
Certification |
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| 289 |
Jetty Benjamin |
Innovate assessment method |
Combined Assessment : Combined Assessment-Formal Logic and Digital Fundamentals, Computer Organization and Architecture |
Design and implement a C program to convert a binary number to its decimal equivalent, demonstrating problem-solving skills and mastery of fundamental programming constructs such as loops, conditionals, and data validation. 2. Demonstrate the working of a basic logical AND gate by designing a C program that accepts two binary inputs and performs the AND operation. 3. Design and implement a C program to simulate the working of an XOR gate using binary inputs, demonstrating mastery of conditional statements and logical operations. 4. Design and implement a C program to simulate OR, NOT, AND, and XOR gates using the NAND gate as a universal gate. 5. Write a program in C to implement Booth's Algorithm for multiplying two signed binary numbers using 2's complement representation. Write a detailed explanation of the algorithm's steps based on your program's output. Discuss the final output, explaining how it matches the expected product and how Booth's Algorithm efficiently handles signed numbers. |
Combined Assessment |
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| 290 |
Jetty Benjamin |
Innovate assessment method |
Combined Assignment : Combined Assignment-Introduction to Programming , Internet Concepts and Web Technology |
Create a web page that displays the Algorithm, Flowchart, and Pseudocode for each of the following problems: (1) Multiplication Table (2) Sum of Digits (3) Reverse a Number (4) Guess the Secret Number (5) Sum of Odd Numbers from 1 to N. Flowcharts must be created in draw.io, exported as images and added to your webpage. You can use all the web technology concepts you studied You must properly apply your programming logic concepts: • Correct step-by-step algorithms • Well-structured pseudocode • Appropriate flowchart symbols • Proper use of loops and conditions |
Combined Assignment |
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| 291 |
Dr. Kumar S N |
Innovate assessment method |
: MATLAB On RampCourse: 24 CST 216- Mathematics for Machine Learning
Basic Level Course |
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| 292 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
: A.Y: 2025-26. subject: CET424 Geoenvironmental Engineering: adopts a problem-based and collaborative learning approach where students work in groups as environmental engineers to analyze and characterize municipal solid waste for a smart city. Students apply theoretical concepts to a realistic city-scale scenario, estimate physical and chemical properties of MSW, and propose sustainable treatment and disposal strategies. The activity promotes analytical thinking, teamwork, and practical decision-making, aligned with outcome-based education. |
1. To move students beyond passive theoretical learning toward active, real-world problem-solving in waste characterization and management. 2. To simulate authentic professional practice by positioning students as environmental engineers responsible for MSW analysis in a smart city context. 3. To bridge classroom concepts (physical/chemical properties of MSW, treatment technologies) with practical, city-scale application. |
Students are organized into small groups, each assigned the role of an environmental engineering team tasked with characterizing MSW for a hypothetical/real smart city scenario. Each group estimates physical properties (composition, density, moisture content) and chemical properties (calorific value, C/N ratio, biodegradability) of MSW using standard methods and reference data. Groups analyze the waste profile and propose suitable treatment and disposal strategies (e.g., composting, landfilling, waste-to-energy, recycling) justified by sustainability, cost, and regulatory considerations. Group findings are presented in the form of report. |
Student feedback was largely positive, with strong engagement and improved conceptual application reported; minor suggestions for improvement centered on discussion time. The activity is recommended for continuation and extension to other geoenvironmental topics (e.g., landfill design, leachate management). |
1. Students demonstrate improved ability to apply theoretical MSW characterization concepts to practical, ill-structured problems. 2. Enhanced teamwork, analytical reasoning, and communication skills, evidenced through group presentations and peer evaluation. 3. Increased student engagement and motivation compared to conventional lecture/tutorial delivery |
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| 293 |
Navyamol K T |
Innovate assessment method |
: The MCA program implements Scrum-based project execution for both mini and major projects with one faculty mentor assigned per student. Projects follow industry practices including sprint planning, backlog management, version control, documentation standards, and periodic review meetings. Real-time industry projects, internships each semester break, certification-linked assessments, and Git-based collaboration are integrated to strengthen applied learning and professional readiness. |
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| 294 |
Praseeda B Nair |
Innovate assessment method |
Innovative teaching method adopted : The Student-as-Teacher Method is adopted for the subject Electronic Circuits (24ECT201) for the batch BTEC2024-28.Internal marks were additionally awarded to those who took the classes. |
To promote active participation and shift students from passive listeners to active contributors |
Planning,Preparation,implementation and interaction |
Excellent |
Improvement in technical,communication skills,presentation and articulationconfidence and leadership qualities |
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| 295 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
Innovative Pedagogical Initiative : Hands-on Demonstration of Digital and Analog Sensor Devices for ECT 458 – Internet of Things |
1. To bridge the gap between theoretical IoT concepts and real-world hardware implementation. 2. To familiarize students with commonly used digital and analog sensors in IoT systems. 3. To enhance students’ understanding of sensor interfacing, and data acquisition. 4. To improve student engagement, curiosity, and problem-solving ability through hands-on exposure. |
The demonstration included: • Analog sensors (temperature LM35, gas MQxx, PH sensor, TDS sensor etc) • Digital sensors (DS18B20 motion PIR, proximity, humidity DHT22, ultrasonic HC Sr 04) • Interfacing sensors with microcontroller/IoT boards (ESP 32, Raspberry Pi) • Observation of sensor output variations under real environmental conditions |
After the activity, students were able to: • Identify differences between analog and digital sensors • Explain sensor working principles with practical relevance • Understand real-time data acquisition in IoT systems • Relate theoretical IoT models to practical implementation scenarios |
Impact and Effectiveness • Improved student engagement and attentiveness during IoT classes • Enhanced conceptual clarity on sensing and data acquisition • Increased student confidence for real time experiments and main-projects • Positive informal feedback indicating better understanding of IoT fundamentals |
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| 296 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
Implementation of Experiential and Multi-Approach Python Programming Pedagogy Using Real-Time Coding and Cloud-Based Learning Tools : |
• To improve hands-on programming skills among first-year engineering students • To bridge the gap between theory and real-world coding practices • To encourage multiple problem-solving approaches using Python • To promote self-paced and collaborative learning using cloud platforms • To increase student confidence in algorithmic thinking and debugging |
1. Real-Time Python Coding in Classrooms, 2. Use of Online Google Colab Notebooks 3. Teaching Multiple Coding Approaches for a Single Problem |
very good |
Students showed noticeable improvement in: • Logical thinking • Debugging capability • Use of Python libraries and functions |
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| 297 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
group activity : Group Thinking Challenge
Divide class into small groups:
Example problems:
“How would you separate salt from seawater at large scale?”
“How can you reduce plastic waste using chemical engineering?”
“Design a simple process to make clean drinking water for a village.”
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Develop Technical Curiosity To help students connect classroom fundamentals to real-life industrial applications. To stimulate early interest in core chemical engineering fields. |
group activity |
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| 298 |
Dr. Roshan Kuruvila |
Innovate assessment method |
HUT 310 management for Engineers : Completion of a certification course |
To enhance student competency and employability by integrating industry-recognized certification courses as an innovative, skill-focused teaching methodology. |
Hybrid |
Students reported that the certification course enhanced their practical knowledge, improved technical skills, and increased confidence in applying concepts to real-world situations. They appreciated the industry relevance, hands-on learning approach, and the added value to their resumes. Overall, students found the course beneficial for career readiness and professional growth. |
certification course is enhanced student competency, improved practical skills, increased industry readiness, higher employability, and strengthened academic–industry alignment. |
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| 299 |
Dr. Abubeker K M |
Innovate assessment method |
Innovative Assessment Methodology Evidence • Course Code: 24ESC140 • Course Title: Python for Engineers • Instructor: Dr. Abubeker K. M. : The innovative quiz-based assessment was implemented to diagnose, reinforce, and evaluate students’ conceptual understanding of Python programming fundamentals through interactive, randomized, and concept-tagged quizzes. |
• Strengthen core programming concepts such as variables, operators, expressions, and string manipulation. • Identify learning gaps early using diagnostic assessment. • Promote active learning and peer discussion. • Provide data-driven evidence for course outcome attainment. • Encourage self-reflection and conceptual clarity through reattempt-based learning. |
Stage 1: Diagnostic Quiz (Pre-Test) Stage 2: Interactive Learning Intervention |
• Students reported the quiz was easy to attempt because options were clear and short. • Shuffling created a feeling of fairness and reduced “same-paper copying.” • Many students liked instant score + wrong-answer review, because it showed exactly where they were weak. |
• Students initially showed difficulty in operator precedence and modulus operations. • Post-intervention results indicated significant improvement in code interpretation skills. • Randomized quizzes prevented copying and improved independent problem solving. • Peer discussion enhanced conceptual understanding and classroom engagement. |
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| 300 |
Dr. Roshan Kuruvila |
Innovative Pedagogical initiatives |
Expert talks : A session on Patent and IPR Dr. Jippu Jacob, coordinator, IPR cell |
To enhance student competency and employability by integrating industry-recognized certification courses as an innovative, skill-focused teaching methodology. |
offline |
Students reported that the certification course enhanced their practical knowledge, improved technical skills, and increased confidence in applying concepts to real-world situations. They appreciated the industry relevance, hands-on learning approach, and the added value to their resumes. Overall, students found the course beneficial for career readiness and professional growth. |
This will a breif idea about ptent filing and the procedures |
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| 301 |
Jency Sara Kurian |
Innovate assessment method |
Repair and Rehabilitation of Buildings : Assignment 1:
Students shall form groups and carry out a detailed inspection of an existing building or structural
component (residential, institutional, or public structure). The group shall identify visible and probable
hidden defects, document distress symptoms, and analyze possible causes of deterioration. A concise
technical report with photographs, sketches, and observations shall be submitted.
Assignment 2:
Based on the findings of Group Assignment – I, students shall propose a comprehensive repair and
rehabilitation action plan for the inspected structure. The plan shall include selection of suitable repair
materials, repair techniques, and preventive measures to enhance durability. Justification for the
proposed solutions shall be provided with reference to standards and site conditions. |
To develop students’ ability to inspect structures, identify defects, analyze deterioration causes, and propose appropriate repair and rehabilitation solutions based on site conditions. |
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Students appreciated the use of e-resources and case studies, which enabled them to understand real-world structural deterioration and rehabilitation without requiring site visits. They found the assignments informative and effective in improving their understanding of defect identification, repair methodologies, and engineering decision-making. |
Students successfully analyzed existing structures using e-resources, identified visible defects and probable causes of deterioration, and prepared technical reports with annotated images and observations. Based on their analyses, they proposed suitable repair and rehabilitation plans, including the selection of appropriate repair materials, techniques, and preventive measures with proper technical justification. The assignments enhanced their analytical thinking, technical reporting, and ability to apply theoretical concepts to practical structural engineering scenarios. |
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| 302 |
Jency Sara Kurian |
Innovative Pedagogical initiatives |
Basics of Civil and Mechanical Engineering : Apply the basic principles of civil engineering in planning and designing a small-scale, sustainable infrastructure project that addresses a real-life community or campus need. Students (individually or in small groups of 3–4) will conceptualize, design, and present a mini
civil engineering project. |
The project aimed to enable students to apply the fundamental principles of civil engineering in planning and designing a small-scale, sustainable infrastructure solution for a real-life community or campus need. It encouraged creativity, teamwork, and the integration of technical, environmental, and societal considerations into engineering design |
Project based learning |
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Students successfully conceptualized and designed innovative mini civil engineering projects that addressed practical community or campus challenges. The projects demonstrated the application of basic civil engineering principles, sustainable design practices, and problem-solving skills. Through the design and presentation process, students enhanced their technical knowledge, creativity, teamwork, communication, and project planning abilities. |
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| 303 |
Dr. Roshan Kuruvila |
Innovative Pedagogical initiatives |
A session on Financial management : A session on Financial Management by an expert Chartered Accountant offers practical insights aligned with Outcome-Based Education (OBE). It bridges theory and real-world application through examples and discussions on budgeting, investments, and planning. The session enhances analytical and decision-making skills, helping learners apply financial concepts effectively in professional contexts. |
Enable students to apply financial concepts for achieving measurable outcomes. |
offline |
The session was very useful and engaging. The Chartered Accountant explained concepts clearly with practical examples, making it easy to understand real-world financial applications. We gained valuable knowledge about budgeting and investments, and the interactive approach made the session interesting and impactful. |
The session had a positive impact on students by improving their understanding of financial management concepts and their practical applications. It enhanced critical thinking, decision-making, and problem-solving skills. Students felt more confident in applying financial knowledge in real-life situations, contributing to better academic performance and overall professional readiness. |
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| 304 |
Dr. Meby Mathew |
Innovate assessment method |
OPTICAL DETECTION SENSOR (DIFFUSIVE) : The Diffuse Reflective Object Detection Sensor is a non contact
electronic system designed to detect the presence or proximity of an object
within a specific range. Unlike "through beam" sensors that require a
separate transmitter and receiver facing each other, a diffuse reflective
sensor houses both the emitter (IR LED) and the detector (Photodiode) on
the same side. |
Create an Optical sensor |
buy components online and exicut a project |
good |
they havent compared the senosr chara |
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| 305 |
Dr. Meby Mathew |
Innovate assessment method |
Ultrasonic Sensor–Arduino Obstacle Detection System : Obstacle detection systems are widely used in security, automation, and robotics applications.
This project demonstrates a simple obstacle detection system using an Arduino and an
ultrasonic sensor. The system detects the presence and distance of nearby objects and
provides an audible alert using a buzzer. As the object approaches closer, the buzzer beeps
faster, creating a proportional alert mechanism. This project highlights the practical use of
sensors and microcontrollers for real-world problem solving. |
Create an Ultrasonic Sensor |
purchase compnents and assemble |
good |
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| 306 |
Dr. Roshan Kuruvila |
Innovative Pedagogical initiatives |
A Technical session on Industrial safety : Industry interaction session on industrial safety, featuring expert insights from a government official, enhancing engineering students’ awareness of workplace hazards, safety practices, and regulatory standards. |
Analyze industrial safety systems, identify workplace hazards, evaluate risks, and interpret regulatory standards to enhance safe engineering practices in real-world scenarios. |
Offline classroom session with expert lecture, case study discussions, interactive Q&A, and group analysis activities to reinforce industrial safety concepts and practices. |
Students appreciated the informative session, practical insights, and real-world examples. They found it engaging, enhanced their safety awareness, and valued interaction with the expert, recommending more such industry-oriented programs. |
The session enhanced students’ understanding of industrial safety, hazard analysis, and risk management. Active participation and interaction improved engagement. It aligned with outcome-based learning, strengthened practical knowledge, and prepared students for real-world engineering environments, making the session effective and impactful. |
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| 307 |
Dr. Roshan Kuruvila |
Innovate assessment method |
Certificate Programme in Management for Engineers : The Certificate Programme in Management for Engineers is an experiential and interdisciplinary assessment model designed to evaluate engineering students beyond traditional exams. It integrates management principles with engineering applications, focusing on real-world problem-solving, leadership, and decision-making |
To develop managerial, professional, and outcome-based competencies aligned with industry standards. |
Evaluate using feedback and quizes |
Students reported that the programme was highly beneficial and industry-relevant, enhancing their managerial and professional skills. The project-based learning approach improved problem-solving, teamwork, and communication abilities |
The programme enhanced managerial competencies, improved employability, and ensured measurable outcome attainment aligned with industrial standards. |
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| 308 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
Industrial talk based on subject : " From Classroom to Industry: Practical Applications of Material and Energy Balance in Chemical Plants " Arranged talk for s2 chemical by Amal S Madurayil ,Advanced process control engineer, shell business operations, Chennai
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unit operations |
classroom discussion |
good |
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| 309 |
Dr. Abi Varghese |
Innovative Pedagogical initiatives |
From Idea to Impact: Experiential Project-to-Opportunity Learning Model : This initiative was designed to bridge the gap between academic learning and real-world application by encouraging students to transform their design and engineering project ideas into practical opportunities. Students were guided to conceptualize, develop, and present innovative solutions with potential real-world impact, simulating industry and entrepreneurial environments. The activity emphasized creativity, problem-solving, and implementation rather than traditional theoretical assessment. |
To promote experiential and application-based learning To enhance innovation, design thinking, and problem-solving skills To encourage students to convert academic projects into real-world solutions To develop entrepreneurial mindset and industry readiness To improve communication and presentation skills |
Project-based learning (PBL) approach Design thinking framework (Ideation → Prototyping → Validation) Mentorship-driven development and feedback Peer evaluation and collaborative learning Presentation and pitching sessions simulating real-world scenarios |
Students found the activity highly engaging and motivating as it allowed them to apply theoretical concepts to practical scenarios. Many appreciated the opportunity to think beyond exams and focus on innovation and real-world impact. The session improved their confidence in presenting ideas and working in teams. |
Enhanced practical understanding of design and engineering concepts Improved innovation and creative thinking skills Development of problem-solving and analytical abilities Increased confidence in presenting and pitching ideas Encouragement towards entrepreneurship and real-world application |
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| 310 |
Dr. Abi Varghese |
Innovative Pedagogical initiatives |
Industry-Oriented UI/UX Design Workshop : An interactive session on UI/UX design was conducted for Computer Science students by Abin Varghese, CTO, Incial, focusing on bridging academic concepts with industry practices. The session introduced students to core UI/UX principles, including user interface design, user experience, visual hierarchy, spacing, and user-centric design.
Students were exposed to real-world design workflows such as wireframing, prototyping, usability testing, and iterative design processes. Industry tools like Figma and Adobe XD were demonstrated to provide hands-on understanding |
To introduce students to modern UI/UX design principles To bridge the gap between academic learning and industry practices To develop user-centric thinking and design approach To familiarize students with industry tools (Figma, Adobe XD) To enhance creativity and problem-solving skills |
Industry expert session (experiential learning) Demonstration-based teaching using real-world examples Case-based discussion (Good UI vs Bad UI) Hands-on exposure to UI/UX tools and workflows Interactive Q&A and student engagement |
Students found the session highly informative and engaging. They appreciated the practical exposure to UI/UX design and industry tools. The session helped them understand how design impacts user experience and motivated them to explore UI/UX as a career domain. |
Improved awareness of UI/UX design concepts among students Enhanced practical knowledge of design tools and workflows Encouraged students to adopt user-centric thinking Increased interest in design-oriented career paths Strengthened industry-academia interaction |
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| 311 |
Dr. Abi Varghese |
Innovate assessment method |
Sustainable Product Design Using Waste Materials – Design Thinking Based Assessment : As part of the internal assessment for the Design & Engineering course, students were assigned to design and develop a useful and innovative product using scrap or waste materials. This activity replaced traditional written assignments and focused on experiential, application-based learning.
Students were required to identify a real-world problem and develop a sustainable solution by applying the complete Design Thinking process (Empathize, Define, Ideate, Prototype, Test). The assignment included product creation, sketches, and detailed documentation of the design process.
This approach ensured that students were evaluated not only on theoretical knowledge but also on creativity, innovation, sustainability, and practical implementation. |
To promote experiential and hands-on learning To encourage sustainable and eco-friendly design thinking To develop problem-solving and critical thinking skills To apply the design thinking methodology in real-world scenarios To enhance creativity, innovation, and practical skills To shift evaluation from theory-based to application-based learning |
Design Thinking Approach (Empathize → Define → Ideate → Prototype → Test) Project-based learning (PBL) Outcome-based assessment methodology Continuous evaluation based on product and process Documentation-based assessment (sketches, reports, prototypes) |
Students responded positively to the assignment as it allowed them to explore creativity and apply their knowledge practically. They found the activity engaging and appreciated the opportunity to work on real-world problems. Many students expressed that this method of evaluation was more interesting and meaningful compared to traditional written assignments. |
Improved student engagement and participation Enhanced creativity and innovation skills Development of practical problem-solving abilities Increased awareness of sustainability and waste management Better understanding of the design thinking process Shift from passive learning to active, outcome-based learning |
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| 312 |
Dr. Abi Varghese |
Innovate assessment method |
Mini Project: Real-World Problem Identification and Prototype-Based : As part of the Design & Engineering course, students were assigned a mini project focused on identifying and solving real-world problems. This activity was implemented as an innovative internal assessment method, replacing conventional evaluation techniques with a project-based approach.
Students were required to identify a relevant problem, develop a feasible solution, and create a functional prototype. The project followed a structured design process, including problem identification, ideation, prototyping, and evaluation.
The assessment emphasized not only the final product but also the design process, documentation, and presentation, ensuring a comprehensive evaluation of students’ technical, creative, and analytical abilities. |
To encourage students to identify and solve real-world problems To promote project-based and experiential learning To develop innovation, creativity, and design skills To enhance technical documentation and presentation skills To apply engineering principles in practical scenarios To evaluate students holistically beyond theoretical knowledge |
Project-Based Learning (PBL) Outcome-Based Education (OBE) approach Prototype-driven assessment Continuous evaluation (proposal → development → documentation → presentation) Integration of design thinking and engineering design principles |
Students found the mini project highly engaging and meaningful, as it allowed them to work on real-world problems. They appreciated the opportunity to develop prototypes and present their ideas. The activity improved their confidence, creativity, and understanding of practical engineering applications. |
Improved problem identification and analytical skills Enhanced innovation and prototype development capabilities Strengthened documentation and communication skills Increased student engagement and active learning Better alignment with industry-oriented practices Shift from theory-based evaluation to application-based learning |
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| 313 |
Dr. Abi Varghese |
Innovate assessment method |
Case Study-Based Learning and Evaluation on Environmental Science & Sustainable Engineering : As part of the course Environmental Science and Sustainable Engineering (24MNC200), students were assigned to prepare detailed case studies based on topics from the syllabus. Each student selected a real-world case corresponding to a specific module topic and analyzed it in depth.
The activity aimed to move beyond traditional theoretical learning by encouraging students to explore real-world environmental issues such as biodiversity, pollution, renewable energy, sustainability, and green engineering practices. Students were required to study, analyze, and present case studies covering problem context, causes, impacts, and possible solutions.
The assignment was used as an innovative internal assessment method, enabling evaluation of students’ analytical, research, and application skills instead of rote learning. The wide range of topics covered across modules ensured comprehensive subject understanding. |
To promote analytical and research-oriented learning To connect theoretical concepts with real-world environmental issues To develop critical thinking and problem-solving skills To enhance understanding of sustainability and engineering applications To improve presentation and documentation skills To encourage independent learning |
Case Study-Based Learning (CBL) Outcome-Based Education (OBE) approach Self-directed learning and research Module-wise topic allocation Continuous internal evaluation |
Students found the activity informative and engaging as it helped them understand real-world environmental challenges. They appreciated the opportunity to explore diverse topics and relate theoretical concepts to practical scenarios. The activity improved their research skills and awareness of sustainability issues. |
Improved analytical and research capabilities Better understanding of real-world environmental problems Enhanced subject knowledge across all modules Increased student engagement and participation Strengthened ability to connect theory with practice Encouraged independent and self-directed learning |
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| 314 |
Dr. Abi Varghese |
Innovate assessment method |
Sustainability-Focused Mini Project for Real-World Problem Solving : As part of the course Environmental Science and Sustainable Engineering (24MNC200), students were assigned a mini project centered on sustainability. The objective was to identify real-world environmental or sustainability-related problems and develop feasible, innovative solutions.
Students were required to analyze issues such as waste management, renewable energy, water conservation, pollution control, and sustainable development. The project involved problem identification, research, ideation, solution development, and presentation.
This activity was implemented as an innovative internal assessment method, shifting evaluation from conventional theoretical exams to application-based learning. Students were assessed on their ability to apply sustainability principles, develop practical solutions, and effectively communicate their ideas. |
To promote sustainability-oriented thinking among students To develop problem-solving and analytical skills To encourage innovation in addressing environmental challenges To apply theoretical concepts to real-world scenarios To enhance research, documentation, and presentation skills To foster awareness of sustainable development practices |
Project-Based Learning (PBL) Outcome-Based Education (OBE) approach Sustainability-driven problem solving Research-based learning Continuous assessment (problem → solution → presentation) |
Students found the mini project highly engaging and relevant, as it allowed them to work on real-world sustainability issues. They appreciated the opportunity to explore innovative solutions and apply classroom knowledge practically. The activity increased their awareness of environmental challenges and sustainability practices. |
Enhanced understanding of sustainability concepts Improved problem-solving and innovation skills Increased awareness of environmental issues Strengthened research and analytical abilities Encouraged practical and application-based learning Shift from theoretical learning to real-world implementation |
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| 315 |
Jisha Babu |
Innovative Pedagogical initiatives |
Virtual Lab on MIPS 32 : Introduced MIPS32 through a case study + hands-on lab is an effective way to reinforce architecture-level concepts practically. |
Understand the Need for Instruction Formats ,Identify and Differentiate Instruction Types,Interpret Instruction Fields |
Hands-On Method |
Students found the session engaging, clear, and helpful for understanding MIPS32 basics. Most students appreciated the combination of theory and hands-on activities, which improved their confidence. |
The session resulted in improved conceptual clarity and readiness among students to perform MIPS32 programming tasks independently. |
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| 316 |
Dila John |
Innovate assessment method |
Climate change and sustainability-S8 CE : To select a literature based on a selected topic and present the paper |
to familiarize with literatures |
literature review and presentation |
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| 317 |
Dr. Syamkumar K |
Innovate assessment method |
Application-Based Technical Report on Engineering Materials and Their Industrial Relevance : Course Details: Introduction to Material Science (24ESC101)
Batch/Sem: BTMT 2025-29, S1
Students prepared individual technical reports on engineering materials used in specific applications, including properties, selection criteria, industrial relevance, and application images. |
To improve understanding of engineering material selection, material properties, industrial applications, and technical report preparation through application-oriented learning. |
Students prepared individual technical reports on five engineering materials related to assigned applications with component images, property analysis, and industrial relevance while ensuring originality. |
Students found the activity useful for understanding real-life engineering applications and improving technical writing, research, and analytical skills. |
The activity improved application-based learning, technical understanding of materials, independent learning ability, and awareness of industrial material selection practices. |
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| 318 |
Dr. Syamkumar K |
Innovate assessment method |
Group-Based Seminar and Presentation Activity on Emerging Trends in Materials Science and Metallurgy : Subject: Introduction to Materials Science and Engineering
Course Code: 24ESC101
Batch/Sem: BTMT 2025–29, S1
Students conducted group PPT presentations on emerging trends in metallurgy, sustainability, Industry 4.0, advanced materials, and characterization techniques. |
To expose students to modern developments and sustainability concepts in materials engineering. |
Group-based seminar presentations, literature study, PPT preparation, and technical discussions were conducted. |
Students actively participated and gained exposure to modern industrial and research trends. |
The activity improved teamwork, presentation skills, technical communication, and industrial awareness. |
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| 319 |
Dr. Syamkumar K |
Innovative Pedagogical initiatives |
Element-Based Creative Learning Activity for Understanding Engineering Materials : Each student was assigned a unique engineering metal/element and instructed to prepare a creative technical sheet highlighting physical properties, chemical properties, engineering significance, industrial applications, and special characteristics. Students visually represented the assigned material in a periodic-table-inspired format to improve conceptual understanding and creativity. |
To improve understanding of engineering metals through visual and creative learning methods. |
Students prepared handwritten creative sheets using property-based and application-oriented representation formats. |
Students found the activity engaging and useful for understanding material properties effectively. |
The activity improved creativity, conceptual understanding, and student engagement in materials science. |
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| 320 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
peer learning and complex problem solving : discussing the complex problem in fourth module with help of seniors |
complex problem solving |
took a live session how problem solving with help of final year students |
useful |
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| 321 |
Nikhi Maria Raju |
Innovative Pedagogical initiatives |
industry interaction and alumni lecture : A portion of the subject on material balance and energy balance was delivered by Amal S Madhurayil (2017 passout) APC Engineer at Shell |
Industry expert lecture to students |
Industry talk |
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| 322 |
Nikhi Maria Raju |
Innovate assessment method |
Video makimng : |
conceptual understanding, teamwork, and technical communication skills, which are essential for chemical engineers. |
group work |
excellent |
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| 323 |
Shamini James |
Innovate assessment method |
Interview an entrepreneur : As part of the experiential learning component of the Elements of Business Management course, students were assigned to interact with entrepreneurs from various business sectors and conduct structured interviews. The activity was designed to bridge the gap between theoretical concepts learned in the classroom and real-world business practices. |
To expose students to real-life business environments |
Face to Face interview, discussions, video recording and presentation |
students' understanding of strategic planning and managerial decision-making by analyzing a realistic business scenario and evaluating alternative growth strategies. |
The activity successfully achieved its objectives by providing students' understanding of strategic planning and managerial decision-making by analyzing a realistic business scenario and evaluating alternative growth strategies. |
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| 324 |
Fr. Dr. Rubin Thottupurathu Jose |
Innovative Pedagogical initiatives |
Design Thinking with Practical Exposure : Design Thinking with Practical Exposure |
Design Thinking |
Field Visit, Interview and Video Recording |
Good |
Improved Self confidence of the students |
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| 325 |
Shamini James |
Innovative Pedagogical initiatives |
Group Discussion : A case analysis and group discussion activity was conducted as part of the Elements of Business Management course. Students were presented with a business case involving a pharmaceutical company seeking to increase its sales by 20 percent. The company was considering two strategic alternatives:
1. Expanding its existing pharmaceutical product portfolio and operations.
2. Diversifying into the baby products market as a new line of business.
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To expose students to case based learning |
case analysis and discussion and presentation |
Interaction provided valuable insights understanding of strategic planning and evaluating alternative growth strategies. |
The activity successfully achieved its objectives by providing students with direct exposure to entrepreneurial practices, business challenges, and management decision-making. |
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| 326 |
Shamini James |
Innovative Pedagogical initiatives |
Presentations : Students were divided into groups and allotted different topics related to management, including planning, organizing, staffing, directing, controlling, leadership, motivation, decision-making, entrepreneurship, marketing, finance, and business ethics. Each group conducted research on the assigned topic, prepared presentation materials, and delivered presentations before their peers. |
• Develop a deeper understanding of management concepts and principles. • Improve research and information-gathering skills. |
discussion and presentation |
• Students exhibited good subject knowledge and preparation. • Presentations helped improve communication and interpersonal skills. |
• Students were able to relate theoretical concepts to real-world business situations. • The activity fostered confidence and active classroom participation. |
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| 327 |
Dr. Femy M Makkar |
Innovate assessment method |
E-Poster Presentation on Methods of Compaction in the Field : A.Y;2025-26. Subject: 24CET204- Geotechnical Engineering.
Students were assigned to create an electronic poster (E-Poster) on various methods of compaction used in field construction practices. The activity required students to research different compaction techniques, equipment used, suitability for different soil types, advantages, limitations, and practical applications. The E-Poster integrated visual learning, technical content, and digital presentation skills, encouraging students to communicate engineering concepts effectively. |
To enhance understanding of field compaction methods and equipment. To develop students' research and analytical skills. To promote visual and digital communication of technical concepts. To encourage self-directed learning and creativity. To improve students' ability to compare and evaluate different compaction techniques. |
Digital/ICT-Enabled Learning, Visual Learning through E-Poster, Design Collaborative and Self- Directed Learning, Peer Learning and Presentation |
Students found the activity engaging and informative. The E-Poster format helped them understand field compaction methods more effectively than conventional assignments. They appreciated the opportunity to use digital tools, incorporate visuals, and present technical information creatively. The activity improved their confidence in research, presentation, and technical communication. |
Improved conceptual understanding of field compaction techniques. Enhanced student engagement and participation. Development of digital literacy and presentation skills. Better retention of technical concepts through visual representation. Encouraged critical thinking and application of theoretical knowledge to real-world construction practices. Increased creativity and independent learning among students. |
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| 328 |
Nikhi Maria Raju |
Innovate assessment method |
Collaborative Case Study-Based Learning : The activity employed a collaborative and case study-based learning approach. Students worked in groups to analyze a real-life salt production process and identify the unit operations involved. Through problem-solving and discussion, they applied theoretical concepts such as filtration, evaporation, crystallization, drying, and sieving to practical situations. This active learning strategy promoted critical thinking, teamwork, communication skills, and deeper conceptual understanding of material and energy balance operations. |
To assess students' conceptual understanding through a quiz based on peer-generated video content. |
group work |
excellent |
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| 329 |
Nikhi Maria Raju |
Innovate assessment method |
complex problem solving in peer group : Students worked in groups to analyze and solve practical environmental engineering problems related to wastewater treatment processes. The assignment required the application of mass balance concepts and treatment efficiency calculations to determine Biochemical Oxygen Demand (BOD) removal at different stages of a wastewater treatment plant. Students evaluated treatment performance, interpreted the significance of BOD reduction, and assessed compliance with effluent quality requirements. The activity promoted collaborative problem-solving, quantitative analysis, engineering decision-making, and application of theoretical concepts to real-world environmental scenarios. |
Apply engineering calculations to wastewater treatment systems. |
group activity |
good |
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| 330 |
George Mohan |
Innovative Pedagogical initiatives |
Virtual Laboratory-Based Learning for Highway Material Testing : To transform conventional theory-based learning into simulation-driven experiential learning by enabling students to perform virtual experiments, analyze observations, and interpret engineering results using an ICT-enabled laboratory environment. |
To enhance students' understanding of highway material testing procedures through simulation-based learning and enable them to apply theoretical concepts in evaluating aggregates, bitumen, and soil properties used in pavement construction. |
Virtual Lab Simulation, ICT-Enabled Learning, Experiential Learning, Active Learning, Self-Directed Learning |
Students found the Virtual Lab platform highly interactive and useful for understanding laboratory procedures. The simulations helped them visualize testing processes, interpret results effectively, and improve their understanding of pavement material properties. |
The activity improved student engagement and conceptual understanding by providing hands-on virtual experimentation. Students gained practical exposure to standard highway material tests, enhanced their analytical skills, and developed confidence in interpreting engineering test results and specifications. |
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| 331 |
Anit James |
Innovate assessment method |
Integrated Linux-Based Experiential Learning Assignment for Operating Systems and Linux/Unix Fundamentals : A comprehensive interdisciplinary assignment was designed by integrating concepts from Operating Systems and Linux/Unix Fundamentals courses. Students performed hands-on activities in a Linux environment to explore core operating system concepts such as process management, CPU scheduling, memory management, file systems, system calls, inter-process communication, deadlocks, disk scheduling, user management, security, and system services. Students executed Linux commands, developed programs and shell scripts, analyzed system behavior, documented observations, and answered application-based questions. The assignment required submission of screenshots, command outputs, source code, explanations, analysis, and discussions, thereby connecting theoretical concepts with practical implementation. |
• To bridge the gap between Operating System theory and practical Linux system administration. • To develop hands-on skills in using Linux commands and system utilities. • To enhance problem-solving and analytical abilities through real-world scenarios. • To provide experiential learning opportunities in process, memory, file, and resource management. • To improve programming and debugging skills using system calls and IPC mechanisms. • To promote self-learning, technical documentation, and critical thinking. • To encourage students to analyze and interpret operating system behavior in real computing environments. |
• Experiential Learning • Project-Based Learning (PBL) • Cross-Course Integrated Learning • Hands-on Laboratory-Based Learning • Inquiry-Based Learning • Problem-Based Learning • Case Study and Scenario-Based Learning • Self-Directed Learning • Reflective Documentation and Report Writing • Authentic Assessment through Practical Demonstration and Analysis |
Students appreciated the opportunity to apply theoretical Operating System concepts in a real Linux environment. They reported that executing commands, observing system behavior, and implementing programs improved their understanding of topics that were previously considered abstract. The integrated assignment helped them connect Linux administration skills with operating system concepts, increasing confidence in using command-line tools and system programming techniques. Students found the activity challenging but highly beneficial for skill development and industry readiness. |
The assignment significantly enhanced students' conceptual clarity and practical competency in Operating Systems and Linux. Students demonstrated improved understanding of process scheduling, memory management, file systems, security mechanisms, and system programming concepts. The activity promoted independent learning, experimentation, and analytical thinking. Assessment of reports and demonstrations indicated better retention of concepts, stronger technical documentation skills, and increased ability to troubleshoot and analyze system-level problems. The integrated approach successfully strengthened both theoretical knowledge and practical employability skills. |
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| 332 |
Binumon Joseph |
Innovate assessment method |
Data Science and Software Engineering based Practical work : Individually develop a mini-project that integrates Software Engineering and Data Science concepts. Prepare
a project report including user stories, product backlog, sprint backlog, test cases, and geo-tagged photos
(Software Engineering outcome). Demonstrate your work through a presentation highlighting dataset handling,
analysis, visualization, and prediction (Data Science outcome). Submit a reflection note capturing your self
assessment and learning outcomes (shared outcome). |
Students successfully integrated Software Engineering practices with Data Science techniques to deliver a functional mini‑project. |
Agile methodology was applied through user stories, product backlog, sprint backlog, and structured testing alongside dataset analysis and visualization. |
Learners appreciated the practical exposure, noting that the project bridged theory with real‑world application. |
The exercise enhanced technical confidence, fostered interdisciplinary skills, and demonstrated measurable growth in problem‑solving and project execution. |
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| 333 |
Binumon Joseph |
Innovate assessment method |
Develop a data-driven PHP-based UI system with working features and usability focus. : The design challenge focused on creating user interfaces supported by ER models, schemas, and SQL queries, while applying Nielsen’s heuristics for usability improvements. The end‑semester prototype development extended this work into a functional PHP‑MySQL system with validated forms, CRUD operations, and a short demo reel showcasing usability. Together, these activities blended software engineering rigor with practical implementation, ensuring students gained both design thinking and hands‑on development experience. |
Students delivered a complete design‑to‑prototype workflow, integrating UI/UX principles with PHP‑MySQL backend functionality. |
Agile practices guided user stories, ER modeling, schema design, CRUD operations, and usability evaluation through Nielsen’s heuristics. |
Learners valued the practical exposure, noting that the progression from design challenge to prototype strengthened applied skills. |
The exercise enhanced interdisciplinary competence, boosted confidence in real‑world system development, and demonstrated measurable growth in problem‑solving and innovation. |
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| 334 |
Dr. Divya Mol K T |
Innovative Pedagogical initiatives |
Probability Cartographer's Quest – A Gamified Outcome-Based Digital Assessment for 24MAT204 (Probability and Random Processes) : Designed and implemented an innovative gamified digital assessment titled "The Probability Cartographer's Quest" for the course 24MAT204 – Probability and Random Processes. The HTML-based, offline activity consisted of eight real-world engineering scenarios with OBE-aligned multiple-choice questions covering probability distributions and random processes. The system automatically generated a personalised PDF performance report, promoting technology-enabled, outcome-based assessment, higher-order thinking, and active student engagement. |
To assess higher-order thinking in 24MAT204 through OBE-aligned, scenario-based interactive digital activity beyond conventional testing. |
Gamified 8-stage HTML treasure hunt distributed via WhatsApp; students completed ECE scenario questions mapped to CO1–CO3 and submitted auto-generated personalised PDF report as hard copy. |
Students found the engineering scenario format engaging, appreciated instant worked explanations, and experienced reduced assessment anxiety through the narrative-driven progression. |
Outcome-Based Assignments and Gamification |
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| 335 |
Dr. K Jessy |
Innovate assessment method |
Environmental Science and Sustainability 24 MNC200 CSE B : As part of the Environmental Science and Sustainability course, students actively participated in seminar presentations and mini projects aimed at understanding current environmental concerns and sustainable engineering practices. The activities encouraged students to explore emerging topics such as renewable energy, pollution control, climate resilience, waste management, biodiversity conservation, and sustainable resource utilization. By integrating theoretical concepts with practical investigations, students gained valuable experience in research, innovation, and technical communication. |
To provide students with a comprehensive understanding of environmental sustainability and its significance. To encourage independent learning through research-oriented seminars. To develop the ability to identify and analyze environmental issues using scientific approaches. To strengthen technical communication and presentation competencies. |
tudents selected seminar and project topics related to environmental science and sustainable development. Extensive literature reviews and information gathering were carried out using books, research articles, government reports, and credible online resources. Faculty mentors provided continuous guidance during topic selection, project planning, implementation, and report preparation. Students conducted case studies, field observations, surveys, or experimental investigations wherever applicable. |
V.Good |
Students developed a deeper appreciation of environmental conservation and sustainable development principles. The activities enhanced research, analytical, and problem-solving capabilities. Seminar presentations significantly improved students' confidence, communication, and public speaking skills. Mini projects provided hands-on exposure to real-life environmental challenges and sustainable engineering practices. Students demonstrated improved teamwork, leadership, and project management abilities. |
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| 336 |
Hitha P S |
Innovate assessment method |
Essential Foundations of Digital Logic : Implementation of a Python program for a real-world application in EFDL and poster design |
Based on Module 5 topic implement a python code with real world application |
Based on the topic "Representation of floating point numbers (IEEE Standard representations) - Algorithm for addition and subtraction of floating point numbers" implement python program and prepare a poster including the real world application. |
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The innovative assessment enabled students to gain a thorough understanding of IEEE 754 floating-point representation and arithmetic by implementing Python programs and designing informative posters on real-world applications. The activity strengthened their programming, analytical, and problem-solving skills while bridging theoretical concepts with practical implementation. It also enhanced students' ability to communicate technical ideas effectively and increased their awareness of the significance of floating-point arithmetic in applications such as scientific computing, embedded systems, artificial intelligence, and digital signal processing. |
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| 337 |
Dr. Indu John |
Innovative Pedagogical initiatives |
Technical talk on IoT by Final Year students for S2 students : As part of the course "Computer Hardware Essentials" (S2 A batch), a session on "How to build an IoT Project" was taken by Final year students based on their major project, with live demonstration. |
To familiarize students with practical knowledge on building IoT systems |
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Students gained familiarity with different aspects of an IoT project - such as problem identification, hardware components, connecting the components, microcontroller programming etc. |
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| 338 |
Dr. Bino I Koshy |
Innovate assessment method |
Integrated Case-Study-Based Assessment in Disaster Management : Integrated Case-Study-Based Assessment in Disaster Management
A novel assessment methodology was implemented in the Disaster Management course to enhance students' understanding of theoretical concepts through the analysis of real-world disasters. At the beginning of the course, each group of students was assigned a case study of a major natural disaster such as floods, earthquakes, landslides, cyclones, or tsunamis.
As the course progressed through different modules, students were required to continuously update their case study analysis by relating the concepts learned in each module to the selected disaster. Topics such as disaster risk reduction, vulnerability assessment, preparedness, mitigation strategies, institutional frameworks, policies, emergency response mechanisms, recovery planning, and disaster management action plans were systematically incorporated into the evolving case study.
This continuous assessment approach encouraged students to connect theoretical knowledge with practical scenarios and critically evaluate how disaster management principles were applied in real life situations. At the end of the semester, students compiled their analyses into a comprehensive report and delivered a presentation summarizing their findings and insights.
The methodology promoted active learning, critical thinking, and deeper conceptual understanding. By relating course content to an actual disaster event, students gained a better appreciation of disaster management policies, terminology, institutional roles, response strategies, and recovery processes. The assessment also strengthened report writing, analytical, and presentation skills while fostering a holistic understanding of disaster management practices.
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Team based experiential learning |
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Good |
The approach transformed the assessment process from a conventional examination oriented exercise into an experiential learning activity, enabling students to effectively bridge the gap between theory and practice in Disaster Management. |
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| 339 |
Dr. Bino I Koshy |
Innovate assessment method |
An innovative methodology to connect the theory to a realistic project requirement : A two-lane rural road is proposed to be constructed on an embankment in an area experiencing moderate rainfall and medium traffic volume.
As a highway engineer, you are required to plan and explain the construction of a flexible pavement for this road stretch.
Your answer should include the following:
1. Preparation of subgrade – materials used, method of compaction, and quality control requirements.
2. Construction of Granular Sub Base (GSB) – functions, materials, grading requirements, construction steps, and equipment used.
3. Construction of Base Course (WBM or WMM) – selection criteria, construction procedure, and compaction method.
4. Construction of Bituminous Layers (Binder and Wearing Course) – materials, laying procedure, rolling stages, and finishing.
5. Quality control measures adopted at each stage of pavement construction.
6. Drainage for improving pavement performance.
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As a highway engineer how the various layers of pavement layers are constructed, it quality control tests, overall construction of a roadway is studied. |
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Good |
The approach provided a new assessment process from a conventional theory based exercise into an experiential learning activity, enabling students to effectively bridge the gap between theory and practice. |
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| 340 |
Jiss Abraham |
Innovative Pedagogical initiatives |
From Classroom Theory to Real Structures: Experiential Learning in Structural Analysis Using Field Data and STAAD Modeling : Innovative Teaching Methodology Implemented in 23CET302 – Structural Analysis II
As part of the course 23CET302 – Structural Analysis II, an innovative experiential learning activity was introduced to bridge the gap between theoretical structural analysis and real-world engineering practice. Instead of solving conventional textbook problems involving imaginary beams and assumed loading conditions, students were guided to study actual structural elements from existing buildings. |
To bridge the gap between theoretical structural analysis and real-life engineering applications. To provide students with practical exposure in field measurement and structural data collection. To familiarize students with the application of IS 875 codal provisions for load calculation. To develop critical thinking and engineering judgment in idealizing support conditions and selecting suitable matrix methods. To enhance students’ understanding of structural behavior through both manual and software-based analysis. To improve confidence in structural engineering problem-solving by validating manual calculations using STAAD software. To promote experiential and outcome-based learning in Structural Analysis. |
Students were assigned to identify actual two-span beams from existing structures. Field measurements of beams and adjacent slab panels were taken using measuring tape/distomat. Dead loads and live loads were calculated based on RCC density and IS 875 provisions corresponding to building occupancy classification. Students idealized practical support conditions and prepared structural line diagrams. Suitable matrix methods of analysis were selected and applied for manual structural analysis. The same structural systems were modeled and analyzed using STAAD software. Manual results and software-generated bending moment and shear force values were compared for validation. |
Students responded positively to the activity as it provided an opportunity to connect classroom theory with real engineering structures. They expressed that the methodology improved their understanding of structural behavior, loading concepts, and matrix analysis techniques. The field measurement component and software validation process increased their interest in structural engineering and improved confidence in performing structural analysis independently. Many students appreciated the practical and application-oriented nature of the assignment compared to conventional textbook problems. |
The activity significantly enhanced student engagement, analytical thinking, and practical understanding of structural analysis concepts. Students demonstrated improved capability in interpreting real structural systems, applying codal provisions, and performing engineering calculations systematically. The comparison between manual and STAAD analysis results strengthened confidence in engineering fundamentals and software usage. The methodology promoted experiential learning, interdisciplinary application of engineering principles, and industry-oriented problem-solving skills, thereby contributing positively to outcome-based education. |
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| 341 |
Dr. K G Satheeshkumar |
Innovate assessment method |
ECT416 Modern Communication Systems : Innovative Assessment and Evaluation Methodologies- |
Students gain the knowledge of the subject, Preparing them to face the competitive examinations |
Regular quizzes, assignments, and tutorial exercises. |
Very Good |
Good |
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| 342 |
Dr. K G Satheeshkumar |
Innovate assessment method |
ECT416 Modern Communication Systems : Peer Teaching- Students explain communication techniques or emerging technologies to their classmates. |
Students gain the knowledge of the subject, |
Peer teaching |
Very Good |
Good |
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| 343 |
Indu Reena Varughese |
Innovative Pedagogical initiatives |
Poster Presentation on a local environmental issue. : Students are divided into teams to analyze a local environmental issue (e.g., pollution in a local pond, inefficient waste management in the hostel, soil erosion in the campus). Students have to prepare the poster which can be handmade or digital creation, clearly satisfying any two SDG goals. the purpose of the activity is to make the youth understand any environmental issue and its impact on the four orders and its relevance with respect to Sustainable Development Goals. |
Identify real-world environmental issues on or near campus. |
Poster made on chart paper / A4 / digital printouts |
Active participation |
Students were able to understand the SDGs |
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| 344 |
Lis Jose |
Innovate assessment method |
DS–Java Combined Project : The DS–Java Combined Project was designed as an innovative assessment activity to integrate the concepts of Data Structures and Java Programming. Students developed Java-based applications implementing various data structures and algorithms to solve practical problems. The project emphasized hands-on learning, critical thinking, and the application of theoretical concepts in real-world scenarios. |
To enhance understanding of Data Structures through Java implementation. |
Project-based learning approach. |
Students reported that the project helped them understand Data Structures and Java concepts more effectively. |
Encouraged innovation, teamwork, and self-directed learning. |
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| 345 |
Subini Therese Babu |
Innovate assessment method |
Microproject as Assignment in CGIP : A microproject-based assessment was introduced in the Computer Graphics and Image Processing (CGIP) course. Students were required to design and implement a simple graphics animation or interactive application (such as a bouncing ball, moving car, balloon pop game, etc.,) using basic computer graphics algorithms and concepts. Students were free to choose the programming language and development environment, encouraging creativity and independent learning. |
To enhance students' understanding of computer graphics concepts by implementing a creative animation or graphics application using basic CG algorithms. |
Students developed a self-selected graphics-based mini project and demonstrated the application of relevant computer graphics algorithms through implementation and presentation. |
Students appreciated the opportunity to work on self-selected projects and found the activity engaging and enjoyable. The microproject helped them better understand graphics concepts (feedback link given) |
The activity significantly improved student engagement and conceptual understanding of computer graphics algorithms. |
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| 346 |
Lida K Kuriakose |
Innovate assessment method |
Used PARAKH as an assessment method for the comprehensive course work : Used PARAKH as an assessment method of Computer Networks for the comprehensive coursework. |
To evaluate students' conceptual understanding, analytical ability, and problem-solving skills through comprehensive assessment. |
The PARAKH assessment framework was incorporated as a part of the continuous assessment process in the Computer Networks course. |
Students found the assessment method more comprehensive and application-oriented than traditional examinations. |
The implementation of the PARAKH assessment method provided a structured, transparent, and outcome-based evaluation framework for the course. |
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| 347 |
Lida K Kuriakose |
Innovate assessment method |
Microproject on R programming : A project can given in which each group can take a problem statement. Using R programming they have to make a solution to the problem statement. |
To provide students with hands-on experience in solving real-world data analytics problems using R programming. To strengthen students' understanding of data preprocessing, analysis, visualization, and interpretation. |
Students were divided into groups of 3–5 members. Each group was assigned or allowed to choose a real-world data analytics problem statement from domains such as healthcare, finance, education, retail, sports, or social media. Students collected suitable datasets from public repositories.Using R programming, each group performed data cleaning, preprocessing, exploratory data analysis, visualization, and statistical analysis to address the problem statement. Students implemented appropriate R libraries such as ggplot2, dplyr, tidyr, caret, and forecast based on the project requirements. Each group documented their methodology, findings, and conclusions in a project report. The completed projects were presented to the class through demonstrations, followed by faculty evaluation and peer discussions. |
The project helped them understand how theoretical concepts are applied in real-life scenarios. Collaborative work improved communication, teamwork, and task management skills. Students gained confidence in using R programming for data analysis and visualization. |
This activity significantly enhanced experiential learning and industry readiness. |
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| 348 |
Lida K Kuriakose |
Innovative Pedagogical initiatives |
Inclusion of POWER BI as a part of the syllabus. : Power BI was incorporated into the sessions of the Data Analytics course. |
To equip students with industry-relevant data visualization and business intelligence skills. To bridge the gap between theoretical knowledge and practical data analytics applications. To familiarize students with Power BI for creating interactive dashboards and reports. |
Students performed hands-on exercises using real-world datasets to create charts, dashboards, and interactive reports. |
The hands-on sessions helped them understand data visualization concepts more effectively. Students found Power BI easy to use and beneficial for analyzing large datasets. The interactive dashboard creation activities made learning more engaging and practical. |
The inclusion of Power BI in the Data Analytics syllabus significantly enhanced the practical component of the course by exposing students to modern business intelligence tools. Through hands-on learning and real-world data analysis, students gained valuable skills in data visualization, dashboard development, and analytical reporting, making them better prepared for industry requirements and future career opportunities in data analytics and business intelligence. |
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| 349 |
Dr. Anju J Prakash |
Innovate assessment method |
Project/Case study based learning in Python : Project/Case study based learning |
1) Enhance students' programming, analytical, and problem-solving skills through real-world Python applications. 2) Promote experiential learning by applying Python concepts to practical case studies and projects. |
Students are organized individually or in small groups (2–4 members). A real-world problem or case study is assigned or selected by students (e.g., student management system, weather data analysis, expense tracker, sentiment analysis, simple chatbot, etc.). Students perform problem analysis, design the solution, develop Python programs, test the application, and document the results. Regular milestone reviews are conducted to monitor progress. |
Students reported that working on real-life problems improved their understanding of Python programming concepts. The project-based approach increased confidence in coding, debugging, and applying theoretical knowledge. |
Students demonstrated improved programming proficiency and computational thinking. Enhanced ability to develop end-to-end Python applications independently. |
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| 350 |
Vineeth Shanmughom |
Innovate assessment method |
Gamification- Online interactive quiz with leaderboard : To improve student engagement, motivation, and learning outcomes through a gamified online quiz platform that combines knowledge assessment with interactive and enjoyable learning experiences. |
To enhance student engagement through interactive and game-based learning. To reinforce subject knowledge in an enjoyable and competitive environment. To promote active participation and motivation among learners. To assess understanding of concepts through instant feedback mechanisms. To develop critical thinking and quick decision-making skills. To encourage self-learning and knowledge retention through gamification. To create a fun and collaborative learning experience beyond traditional classroom methods. |
Online quiz |
Positive response- engagement |
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| 351 |
Vineeth Shanmughom |
Innovative Pedagogical initiatives |
Case analysis : As part of the Engineering Economics course, students were assigned a case-based learning activity centered on a Government of India circular outlining austerity measures and resource conservation initiatives. The activity required students to critically analyze the directive from an economic perspective and apply macroeconomic concepts such as fiscal discipline, foreign exchange management, import dependence, energy conservation, and sustainable development. |
To understand the concept of fiscal discipline and government expenditure management. To analyze the economic implications of austerity measures on various sectors. To apply macroeconomic concepts such as inflation, foreign exchange conservation, and balance of payments to a real-world case. To evaluate the role of sustainable practices, including EV adoption and energy conservation, in economic development. To develop critical thinking and policy analysis skills through the study of a government directive. To enhance awareness of the relationship between public policy, resource management, and national economic stability. |
Case analysis |
Positive response- engagement |
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| 352 |
Fr. Dr. Siju John |
Innovate assessment method |
Storyline-Based Presentation Approach for Teaching Applications of Client-Server Computing in Real-World Systems : A storyline-based teaching methodology was used to explain Client-Server Computing by connecting concepts to real-world applications such as online banking, e-commerce, and social media. This approach improved student engagement and helped them understand how clients and servers interact in everyday digital services. |
To enhance student understanding of client-server architecture through real-life examples. To improve student engagement and participation during classroom sessions. To bridge the gap between theoretical concepts and practical applications. To develop analytical thinking by enabling students to identify client-server interactions in daily life. To promote active learning and knowledge retention through storytelling techniques. |
Storyline-based presentation using a real-world scenario. Visual illustrations and flow diagrams demonstrating client-server communication. Interactive questioning during different stages of the story. Group discussions to identify client-server models in commonly used applications. Case studies of real-world systems such as online banking, e-commerce platforms, social networking sites, and cloud services. |
Students reported that the storytelling approach made complex concepts easier to understand. The real-world examples helped them relate theoretical concepts to everyday technology usage. |
Improved student participation and classroom interaction. Better conceptual understanding of client-server computing and distributed systems. |
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| 353 |
Neenu R |
Innovate assessment method |
Video presentation : Students were assigned advanced Distributed Computing algorithms and system concepts as group-based video presentation topics. Each group prepared a recorded presentation explaining the working principles, architecture, message flow, advantages, limitations, and real-world applications of the assigned algorithm. The videos were submitted through shared online links and evaluated based on technical accuracy, content organization, presentation quality, teamwork, and conceptual understanding. Topics included election algorithms, mutual exclusion algorithms, rollback recovery techniques, consensus algorithms, and distributed file systems. |
To enhance students' understanding of Distributed Computing concepts through collaborative video presentations that promote self-learning, technical communication, and analytical skills. |
Students were assigned Distributed Computing topics and assessed through group-based video presentations that demonstrated their understanding, analysis, and communication of key concepts. |
Students reported that the activity improved their understanding of complex distributed algorithms and helped develop presentation, collaboration, and research skills. The video format provided flexibility for preparation and encouraged creative explanations of technical concepts. |
The video presentation assessment improved students' conceptual understanding of Distributed Computing while enhancing their research, teamwork, and technical communication skills. |
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| 354 |
Anu Rose Joy |
Innovate assessment method |
Implementation of EdPuzzle as an Interactive Video-Based Assessment Tool for Enhanced Student Engagement and Learning Outcomes : EdPuzzle is a free, assessment-centered tool that allows teachers and students to create interactive online videos by embedding open-ended or multiple-choice questions, audio notes, audio tracks, or comments directly within a video. These interactive videos can be made using content from platforms such as YouTube. By adding assessment questions, audio notes, or their own voice, teachers can tailor content to meet specific learning objectives and ensure maximum engagement. |
To transform passive video-watching into an active, inquiry-based learning experience through embedded questions and voiceovers. |
The implementation follows a three-step process: first, finding a video on YouTube, uploading an original recording, or reusing a lesson created by another teacher; second, editing the video to craft the lesson by recording a voiceover and embedding questions to hold students accountable; and third, assigning the video to students and checking their progress in real time as they learn at their own pace. |
Students appeared very engaged and appreciated receiving immediate feedback on their answers as they watched the videos. EdPuzzle was recognized as a dynamic and motivating self-learning tool, making it an effective resource for both educators and students. Students valued the ability to learn at their own pace, revisit content, and self-assess their comprehension before formal evaluations. |
EdPuzzle not only helped assess students by formatively tracking their progress and generating data on their achievements, but also helped students prepare for summative assessments by having their comprehension and content knowledge checked as they practiced. |
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| 355 |
Elisabeth Thomas |
Innovate assessment method |
Assesment Methods : • Designed UI-based assignments for Operating Systems covering:
o Process Scheduling
o Disk Scheduling
o Memory Management
o Deadlock
• Implemented online assessment using Parakh for continuous evaluation.
• Introduced multi-dimensional evaluation techniques in Data Engineering:
o Poster presentations
o Viva voce
o Quiz-based assessments
o Question–answer sessions
o SDG-based evaluation
o Peer review evaluation
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Poster presentations o Viva voce o Quiz-based assessments o Question–answer sessions o SDG-based evaluation o Peer review evaluation |
Very good |
Good |
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| 356 |
Elisabeth Thomas |
Innovate assessment method |
Assesment Methods : Parakh Assessment Method
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Overall assessment of 5 modules |
Objective Type |
Very good |
Good |
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| 357 |
Elisabeth Thomas |
Innovative Pedagogical initiatives |
Innovative initiatives : • Conducted hands-on learning sessions through GitHub-based student presentations.
• Introduced interactive and application-oriented teaching methods using web-based simulations for Operating System concepts.
• Adopted activity-based and experiential learning approaches in Data Engineering courses.
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Interactive and activity based learning |
Presentation |
Very good |
Very Good |
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| 358 |
Shiney Thomas |
Innovate assessment method |
Case Study Based Seminar on Real-World Cyber Attacks for FoSIC course : Case Study Based Seminar on Real-World Cyber Attacks for FoSIC course |
To enhance students’ understanding of cybersecurity concepts by analyzing real-world cyber attacks and connecting them with theoretical concepts from the syllabus. |
Students selected a real cyber security incident. They analyzed the attack mechanism, vulnerabilities exploited, and system impact. Students presented findings through seminar presentations. Discussion and Q&A session followed each presentation. |
Very useful |
Students understood real-world application of security concepts. Improved analytical thinking and presentation skills. Better understanding of malware, OS security and attack mechanisms. |
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| 359 |
Mekha Jose |
Innovate assessment method |
DS Java Combined Project : DS Java Combined Project |
To integrate Data Structures concepts with Java programming through a real-world application and assess students' problem-solving, coding, and implementation skills. |
Students developed a Java-based mini project incorporating multiple data structures, with assessment based on design, implementation, functionality, documentation, and viva. |
Students appreciated the application-oriented assessment and found it helpful in connecting theoretical concepts with programming practice. |
Improved conceptual understanding, coding proficiency, teamwork, and confidence in applying data structures to practical problems. |
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| 360 |
Mekha Jose |
Innovate assessment method |
DBMS Micro Project : DBMS Micro Project |
To strengthen students' understanding of database design and SQL by solving real-life database problems through a micro project. |
Students designed a database system, created schemas, implemented SQL queries, and demonstrated their solution through presentations and viva-based evaluation. |
Students found the project engaging and gained better clarity on normalization, SQL queries, and database implementation. |
Enhanced database design skills, analytical thinking, and practical SQL proficiency while encouraging self-learning. |
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| 361 |
Mekha Jose |
Innovate assessment method |
DBMS NPTEL Course : DBMS NPTEL Course |
To encourage self-paced learning and expose students to expert lectures beyond the regular curriculum. |
Students enrolled in the NPTEL DBMS course, completed weekly assignments, and shared key learning outcomes through presentations and discussions. |
Students appreciated the flexibility of online learning and the opportunity to learn from domain experts. |
Improved conceptual understanding, independent learning habits, and awareness of national-level certification opportunities. |
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| 362 |
Fabeela Ali Rawther |
Innovate assessment method |
SOFT COMPUTING CST 444(KTU) : |
Assignment Assessment |
Analysis and Certification |
Good |
Data Analysis and Career Competency |
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| 363 |
Linsa Mathew |
Innovate assessment method |
Parakh Assessment method : Parakh Assessment method |
Quality Education |
Objective type |
Very good |
Good |
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| 364 |
Linsa Mathew |
Innovate assessment method |
: Developed UI-based assignments for Operating Systems topics such as Process Scheduling, Disk Scheduling, and Memory Management to enhance practical understanding. Conducted individual viva voce assessments and student PPT presentations to evaluate conceptual clarity, communication skills, and application-oriented learning.
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Quality Education |
Experiential Learning through UI-based assignments, Internal Evaluation using viva voce and presentations ,Formative Assessment for continuous feedback and improvement |
Students found the UI-based assignments interesting and helpful for understanding Operating Systems concepts. The viva voce and PPT presentations improved their confidence, communication skills, and subject knowledge. |
The activity enhanced students' practical understanding of Process Scheduling, Disk Scheduling, and Memory Management. It improved conceptual clarity, presentation skills, critical thinking, and the ability to apply theoretical concepts to problem-solving scenarios. |
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| 365 |
Anishamol Abraham |
Innovate assessment method |
Assessment through 8-Week NPTEL DBMS Course : Students enrolled in the 8-week NPTEL Database Management Systems (DBMS) course were assessed based on their continuous performance in the weekly assignments. The assessment score was calculated using the average of the best 6 assignment scores out of the 8 weekly assignments (each out of 100 marks). Since the NPTEL final certification examination was scheduled after the semester-end date, students were required to submit their NPTEL examination hall ticket as proof of registration and participation in the certification examination. |
To promote self-paced and outcome-based learning through a nationally recognized online platform. To encourage continuous assessment rather than relying solely on a single examination. To expose students to high-quality course content delivered by experts from premier institutions. To enhance students' understanding of Database Management Systems through structured assignments and learning activities. To motivate students to pursue certification and lifelong learning opportunities. |
Students were enrolled in the 8-week NPTEL DBMS course and instructed to complete all weekly learning modules. Weekly assignment scores were monitored throughout the course duration. The assessment score was computed using the average of the best six assignment scores, ensuring flexibility and reducing the impact of occasional poor performance. Assignment submission reports and score sheets from the NPTEL portal were verified. Registration for the NPTEL certification examination was made mandatory. Submission of the NPTEL examination hall ticket was verified as evidence of registration for the final certification examination. |
Students appreciated the flexibility of learning at their own pace. The weekly assignments helped them reinforce theoretical concepts through regular practice. The course content was found to be comprehensive and aligned with the university syllabus. Students felt that the assessment method was fair as it considered consistent performance over multiple weeks. Many students expressed interest in enrolling in additional NPTEL courses in future semesters. |
Improved student engagement and participation in continuous learning activities. Enhanced conceptual understanding of DBMS topics through regular assignments and expert lectures. Increased awareness among students regarding online certification opportunities and industry-relevant learning resources. Encouraged self-discipline, time management, and independent learning habits. The innovative assessment approach provided a more holistic evaluation of student learning compared to conventional assessment methods. A significant number of students successfully completed the course requirements and appeared for the NPTEL certification examination. |
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| 366 |
Anishamol Abraham |
Innovate assessment method |
DBMS Microproject for a Chosen Problem : Students were required to develop a DBMS-based microproject addressing a real-world problem of their choice. The assessment was carried out based on the quality of the submitted project abstract and the project demonstration video. Evaluation criteria included the clarity and relevance of the problem statement, quality of audio explanation, presentation of frontend implementation, explanation of backend implementation, and effective execution of core database operations such as Insertion, Selection, Updation, and Deletion (CRUD operations). |
To enable students to apply database concepts to solve real-world problems. To assess students' practical understanding of DBMS beyond theoretical examinations. To encourage problem-solving, creativity, and independent learning. To develop students' skills in database design, implementation, and documentation. To enhance technical communication and presentation skills through project demonstrations. To promote experiential and outcome-based learning. |
Students identified and proposed a problem suitable for a database-driven solution. A project abstract outlining the problem statement, objectives, and proposed solution was submitted for evaluation. Students designed and implemented a database application incorporating frontend and backend components. Core database operations such as insertion, selection, updation, and deletion were mandatorily implemented and demonstrated. Students recorded and submitted a demonstration video explaining: The problem addressed and project objectives. Frontend interface and functionalities. Backend database design and implementation. Execution of CRUD operations. Assessment was carried out using a predefined rubric focusing on technical implementation, clarity of explanation, and relevance of the solution. |
Students found the microproject activity engaging and relevant to real-world applications. The project helped them understand the practical significance of database concepts. Students appreciated the opportunity to work on problems of their own interest. Preparing the demonstration video improved their confidence in explaining technical concepts. Many students felt that the activity enhanced their programming, database design, and presentation skills simultaneously. |
Students demonstrated a deeper understanding of database concepts through practical implementation. Improved ability to design and develop database-driven applications independently. Enhanced problem-solving, analytical thinking, and project management skills. Increased confidence in presenting and explaining technical solutions. The assessment provided a comprehensive evaluation of both technical competency and communication skills. Students showcased creativity in selecting and addressing diverse real-world problems using database technologies. The activity successfully bridged the gap between theoretical learning and practical application of DBMS concepts. |
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| 367 |
Ansamol Varghese |
Innovate assessment method |
Operating Systems Assignment 1 : Individual Project |
To understand and implement OS concepts by designing a web-based simulator |
Students were assigned mini-projects to implement and analyze various Operating System algorithms such as CPU Scheduling, Page Replacement, Disk Scheduling, and Memory Management techniques. They developed programs, tested them with different inputs, and compared the performance of the algorithms. |
Students reported that the project helped them understand the practical working of OS concepts beyond theoretical study. |
Apply operating system concepts like scheduling algorithms and develop interactive web applications to visualize and evaluate process scheduling performance. |
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| 368 |
Linsa Mathew |
Innovate assessment method |
web designing : Students developed and uploaded web design projects to GitHub and presented their work through a PowerPoint presentation containing the project topic, abstract, project screenshots, and GitHub link. The assessment evaluated technical skills, creativity, documentation, and presentation abilities. |
Quality Education |
Project-Based Learning, Digital Portfolio Assessment, Presentation-Based Evaluation, and Competency-Based Assessment. |
Students responded positively to the hands-on project activity and presentation component. They gained experience in documenting, managing, and showcasing projects using GitHub |
The activity improved students' practical web development skills, presentation abilities, and confidence in showcasing their projects. It also enhanced their understanding of project documentation and version control using GitHub. |
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| 369 |
Anishamol Abraham |
Innovate assessment method |
Assessment through 8-Week NPTEL Database Management System Course : Students were encouraged to enroll in the 8-week NPTEL Database Management System (DBMS) course, complete all learning modules, register for the NPTEL certification examination, and successfully qualify in the examination. The course served as an additional learning and assessment platform, enabling students to gain knowledge from experts and benchmark their understanding against national standards. Student performance was evaluated based on course participation, assignment completion, examination registration, and successful course completion. |
To supplement classroom learning with high-quality online content from NPTEL. To strengthen students' conceptual understanding of Database Management Systems. To encourage self-directed and lifelong learning habits. To expose students to national-level certification opportunities. To motivate students to achieve industry-relevant competencies and certifications. To assess students through a continuous and outcome-based learning approach. |
Students were instructed to enroll in the 8-week NPTEL DBMS course. Faculty members monitored student registration and progress throughout the course duration. Students completed weekly video lectures, quizzes, and assignments provided through the NPTEL platform. Students were required to register for the NPTEL certification examination and submit proof of registration. Course completion status and certification examination participation were verified. Performance evaluation considered course engagement, assignment completion, examination registration, and successful qualification in the certification examination. |
Students appreciated the opportunity to learn from expert faculty from premier institutions. The course provided a deeper understanding of DBMS concepts beyond the regular syllabus. Weekly assignments and quizzes helped reinforce learning and improve problem-solving skills. Students found the certification valuable for enhancing their academic profile and employability. Many students expressed interest in enrolling in additional NPTEL courses in related domains. |
Improved student understanding of fundamental and advanced DBMS concepts. Enhanced self-learning, time-management, and independent study skills. Increased student participation in online certification programs. Greater awareness of industry and academic expectations through exposure to nationally recognized courses. Improved academic performance in DBMS-related topics due to continuous engagement with course materials. Successful completion and certification by students added value to their academic credentials and career readiness. The initiative fostered a culture of continuous learning and professional development among students. |
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| 370 |
Anishamol Abraham |
Innovate assessment method |
DBMS Microproject for a Chosen Problem : Students were required to develop and demonstrate a working database-backed mini project that addresses a real-world problem of their choice. Each student implemented a database application using suitable frontend and backend technologies. The backend utilized either MySQL or MongoDB. The project included a clearly defined problem statement, database schema, implementation of core database functionalities (Insert, Update, Select, and Delete), data operations, and a user-friendly interface with quality code implementation. Assessment was based on the completeness, functionality, design, and presentation of the project. |
To enable students to apply DBMS concepts to real-world problem-solving scenarios. To strengthen practical skills in database design, development, and management. To assess students' ability to integrate frontend interfaces with backend databases. To develop problem analysis, system design, and implementation skills. To encourage creativity, innovation, and independent learning. To improve coding practices, documentation, and technical presentation skills. |
Students identified a problem domain and prepared a problem statement. A suitable database schema was designed based on the project requirements. Students developed a database application using frontend technologies and either MySQL or MongoDB as the backend. The project was required to demonstrate the following functionalities: Data insertion Data retrieval (selection) Data updation Data deletion Students performed data operations using the developed application and verified the correctness of results. Project evaluation was conducted using a rubric focusing on: Relevance and clarity of the problem statement Database schema design Implementation of CRUD operations User interface design and usability Code quality, organization, and documentation Project demonstration and explanation |
Students found the microproject highly engaging and useful for understanding the practical aspects of DBMS. The activity helped them connect theoretical concepts with real-world application development. Students appreciated the flexibility to choose project topics based on their interests. The project enhanced their confidence in database design and software development. Many students felt that the hands-on experience improved their problem-solving and technical presentation skills. |
Students demonstrated improved competency in designing and implementing database-driven applications. Enhanced understanding of database schema design, normalization, and CRUD operations. Improved integration skills between frontend interfaces and backend databases. Developed analytical thinking, project planning, and software development skills. Increased student engagement through experiential and project-based learning. The assessment provided a comprehensive evaluation of both technical knowledge and practical implementation abilities. Students showcased innovative solutions to real-world problems, thereby bridging the gap between classroom learning and industry expectations. |
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| 371 |
Mekha Jose |
Innovative Pedagogical initiatives |
Oracle Academy Course Certification : Oracle Academy Course Certification |
To provide industry-relevant database knowledge and enhance students' employability through globally recognized certification. |
Oracle Academy learning resources, hands-on labs, and certification modules were integrated with classroom teaching to supplement the regular curriculum. |
Students responded positively to the practical learning environment and valued the exposure to industry-standard database technologies. |
Improved practical database skills, increased certification participation, and enhanced career readiness through industry-oriented learning. |
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| 372 |
Dr. Syamkumar K |
Innovative Pedagogical initiatives |
Heat Treatment Escape Room - Gamified Learning Activity : A classroom-based gamified learning activity was conducted to reinforce concepts of the Fe–C phase diagram, heat treatment processes, TTT/CCT diagrams, and the effect of alloying elements. Students worked in teams to solve subject-related puzzles at different stations within a fixed time, encouraging active participation and collaborative learning. |
• Improve conceptual understanding of heat treatment and phase transformations. • Develop analytical and problem-solving skills. • Promote teamwork, communication, and active learning. • Connect theoretical concepts with industrial applications. |
Gamification, Collaborative Learning, Team-Based Learning, Problem-Based Learning, Outcome-Based Assessment, Think–Discuss–Solve approach. |
Students actively participated and found the activity engaging and enjoyable. They reported that solving real-world metallurgy problems in teams improved their understanding of heat treatment concepts and made learning more interactive than conventional lectures. |
The activity significantly improved student engagement and classroom interaction. Students demonstrated better understanding of Fe–C phase transformations, heat treatment processes, and TTT diagrams. Teamwork, communication, and analytical thinking were also enhanced, leading to improved attainment of course outcomes. |
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| 373 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
Oracle Academy Course on Database Programming with SQL : As part of the DBMS Lab course (24CSL202), an Industry–Academia Integrated Learning initiative was implemented by enrolling students of S4 CSE B in the Oracle Academy course on Database Programming with SQL. Students completed the online learning modules, hands-on SQL exercises, and assignments provided through the Oracle Academy platform. To encourage active participation and successful completion, students who completed all course assignments and secured 60% or above in the Oracle final examination were awarded 10 marks as part of the course assessment. |
To bridge the gap between academic learning and industry requirements through a globally recognized certification program. To strengthen students' practical SQL programming and database management skills. To provide hands-on experience with industry-standard database technologies and tools. To encourage self-directed and technology-enabled learning. To enhance students' employability by exposing them to professional certification pathways. To motivate students to achieve competency in database programming through continuous learning and assessment. |
Students were enrolled in the Oracle Academy Database Programming with SQL course as a supplementary learning component of the DBMS Lab. Faculty members integrated the course activities with the laboratory curriculum. Students completed self-paced learning modules, quizzes, and practical SQL assignments available on the Oracle Academy platform. Regular monitoring of student progress and assignment completion was carried out by the course instructor. Students appeared for the Oracle Academy final examination. Students scoring 60% or above in the final examination and completing all required assignments were awarded 10 marks as an incentive and recognition of their achievement. Course completion reports and examination results were verified before awarding marks. |
Students appreciated learning SQL through an internationally recognized industry platform. The hands-on exercises helped them gain confidence in writing SQL queries and managing databases. The certification-oriented approach motivated them to engage more actively in the course. Students found the learning materials well-structured and aligned with practical database applications. Many students expressed interest in pursuing advanced Oracle certifications and other industry-recognized courses. |
Improved student proficiency in SQL programming and database operations. Enhanced practical understanding of database concepts through structured hands-on activities. Increased student engagement and motivation due to the industry certification component. Strengthened Industry–Academia collaboration by integrating professional learning resources into the curriculum. Developed self-learning, problem-solving, and analytical skills among students. Improved student readiness for internships, placements, and professional certification examinations. The initiative successfully complemented classroom instruction and provided students with valuable industry-relevant exposure and credentials. |
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| 374 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
Module-wise Online Quiz-Based Learning and Assessment for DBMS : Module-wise online quizzes were conducted through the Learning Management System www.examonline.today for the Database Management Systems (DBMS) course offered to S5 CSE C (2023–27 batch) and S4 CSE B (2024–28 batch) students. The quizzes were designed to assess students’ understanding of each module immediately after completion, thereby facilitating continuous learning, self-assessment, and timely feedback. The initiative promoted active participation and enhanced student engagement through technology-enabled assessment. |
To promote continuous learning and regular revision of course content. To assess students’ understanding of each module in a timely manner. To provide immediate feedback on learning progress.To increase student engagement through technology-enabled assessment methods. To improve examination preparedness and conceptual understanding of DBMS topics. |
Developed module-specific quiz questions aligned with the course outcomes and syllabus.Included objective-type and concept-based questions covering key topics of DBMS. Enabled automated evaluation and instant result generation through the platform.Analyzed quiz performance to identify areas requiring additional instructional support. Encouraged students to revisit concepts and improve their understanding through repeated practice. |
The quizzes helped them regularly revise concepts and remain engaged with the course. Students found the online platform easy to access and user-friendly. The activity helped them identify weak areas before major examinations. Many students reported increased confidence in handling DBMS-related questions due to continuous practice. |
Increased student preparedness for series examinations and end-semester assessments. Fostered self-directed learning and continuous academic improvement. Provided valuable insights into student performance through LMS-based analytics. Contributed to improved overall academic performance and attainment of course outcomes. |
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| 375 |
Anishamol Abraham |
Innovative Pedagogical initiatives |
LMS-Based Continuous Assessment and Lab Evaluation Using www.examonline.today : The Learning Management System www.examonline.today was effectively utilized for conducting quizzes and evaluating laboratory programs for the DBMS Lab course offered to S5 CSE C (2023–27 batch) and S4 CSE B (2024–28 batch) students. The platform facilitated continuous assessment, evaluation, performance tracking, and timely feedback, thereby enhancing the effectiveness and transparency of the teaching-learning process. The LMS enabled students to submit and evaluate laboratory activities in a structured digital environment. |
To integrate technology into the teaching-learning and assessment process.To enhance student engagement through digital learning and assessment tools. To streamline the evaluation and monitoring of laboratory activities. |
Maintained digital records of student submissions. Encouraged students to continuously improve through repeated practice and performance monitoring. |
The digital evaluation process was considered transparent and efficient.The platform encouraged regular participation and consistent engagement with laboratory activities. |
Improved student participation and engagement through technology-enabled learning.Facilitated continuous monitoring of student performance and learning progress. |
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| 376 |
Dr. Vishal John Mathai |
Innovate assessment method |
Team-Based 3D Printing Prototype Development as an Innovative Assessment Method : In the course 23MET306 – Advanced Manufacturing Engineering, additive manufacturing technologies are primarily taught through theoretical discussions. To bridge the gap between theory and practice, students were assigned a team-based activity involving CAD modeling, slicing, and fabrication of a component using 3D printing. This assessment enabled students to experience the complete workflow of transforming a digital design into a physical prototype, thereby reinforcing concepts discussed in class. |
1) Connect theoretical knowledge of additive manufacturing technologies with practical implementation. 2) Provide hands-on exposure to the complete 3D printing workflow. 3) Develop teamwork and collaborative problem-solving skills. 4) Familiarize students with CAD modeling and slicing software. 5) Understand the influence of process parameters on final part quality. 6) Enhance experiential learning through prototype realization. |
Team-Based Learning (TBL) - Experiential Learning Project-Based Assessment - Learning by Doing - CAD Modeling and Prototype Development - Additive Manufacturing Practice - Peer Collaboration and Discussion |
Students appreciated the opportunity to apply classroom concepts in a real manufacturing environment. The activity improved their understanding of additive manufacturing technologies, increased confidence in handling CAD and slicing software, and provided valuable exposure to practical challenges encountered during prototype fabrication. Team collaboration also enhanced communication and coordination skills. |
- Improved understanding of additive manufacturing concepts beyond theoretical knowledge. - Enhanced student engagement through hands-on learning. - Successful realization of a physical component from concept to prototype. - Better appreciation of process planning, slicing parameters, and manufacturing constraints. - Strengthened teamwork, creativity, and practical engineering skills. - Students demonstrated the ability to translate design concepts into manufacturable products, supporting the attainment of course outcomes related to additive manufacturing. |
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| 377 |
Neenu R |
Innovate assessment method |
Group Presentation on Latest Technologies with Implementation : Students were assigned emerging Data Engineering technologies such as SQL, MongoDB, Cassandra, AWS S3, Google BigQuery, Hadoop, Apache Kafka, Apache Spark, Apache NiFi, Airflow, and Talend. Each group presented the architecture, features, industry applications, and practical implementation of the assigned technology through demonstrations, case studies, and hands-on examples |
To enable students to explore and demonstrate modern Data Engineering technologies through collaborative learning and practical implementation. |
Students worked in groups to research, implement, and present assigned Data Engineering technologies using demonstrations, case studies, and real-world applications. |
Students found the activity useful for understanding current industry tools and gaining practical exposure to Data Engineering technologies. |
The activity enhanced students' knowledge of contemporary Data Engineering platforms and improved their technical, collaborative, and presentation skills. |
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| 378 |
Niya Joseph |
Innovate assessment method |
Client–Server Architecture – Role Play : Students performed role plays demonstrating real-world client–server architecture scenarios such as online banking, e-commerce, social media platforms, and cloud applications, assuming roles including client, server, network, and database to illustrate request–response interactions and system operations. |
To help students understand the functioning of client–server architecture through experiential and collaborative learning. |
Students enacted role-based scenarios representing clients, servers, networks, and databases to simulate real-world client–server interactions and workflows. |
Students found the role play activity engaging and effective in visualizing the communication and coordination among components of a client–server system. |
The activity improved students' understanding of client–server architecture, enhanced teamwork and communication skills, and promoted active participation in learning. |
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| 379 |
Dr. Vishal John Mathai |
Innovate assessment method |
Industrial Visit-Based Reflective Report and Viva Voce Assessment on High Velocity Forming Technologies : The course 23MET306 – Advanced Manufacturing Engineering primarily covers advanced manufacturing processes through classroom discussions. To assess students' ability to apply theoretical concepts in real industrial settings, a team-based assessment was conducted following an industrial visit to Anna Aluminium Company. Students observed aluminium extrusion, forming, shaping, finishing, and material handling operations and prepared a technical reflection report connecting these industrial practices with High Velocity Forming (HVF) technologies studied in the course. The assessment was further strengthened through a viva voce, where students defended their observations, analysis, and conclusions. This activity promoted experiential learning, critical thinking, and industry-oriented problem-solving. |
1) Bridge the gap between theoretical learning and industrial practice. 2) Develop the ability to analyze real manufacturing processes using engineering concepts. 3) Enhance understanding of deformation-based advanced manufacturing techniques. 4) Encourage comparison of conventional manufacturing methods with advanced High Velocity Forming processes. 5) Improve technical report writing, presentation, and communication skills. 6) Foster critical thinking and reflective learning through industrial exposure. |
- Industrial Visit-Based Learning - Reflective Technical Report - Experiential Learning - Comparative Process Analysis - Viva Voce Assessment - Industry-Academia Integration - Outcome-Based Assessment |
Students found the activity highly engaging as it provided an opportunity to observe industrial manufacturing processes firsthand and relate them to classroom concepts. The report writing process improved analytical and technical documentation skills, while the viva voce encouraged deeper conceptual understanding and confidence in explaining engineering concepts. Students appreciated the practical exposure and felt that the activity significantly enhanced their learning experience. |
Improved understanding of industrial forming and shaping operations. - Enhanced ability to relate conventional manufacturing practices to advanced manufacturing concepts. - Developed analytical and evaluation skills through comparison of conventional and HVF processes. - Strengthened technical communication and presentation abilities through viva voce. - Increased student engagement and industry awareness. - Enabled comprehensive assessment of both written analytical skills and individual conceptual understanding. - Supported attainment of CO1, CO3, and CO4 through observation, analysis, comparison, reflection, and oral defense of technical concepts. |
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| 380 |
Bini M Issac |
Innovate assessment method |
Innovative Assessment for 24 CST204 Operating Systems Assignment : Students were asked to simulate Operating System algorithms, upload the implementation to GitHub, and share the repository link for evaluation. |
Objectives of the Assignment To understand and implement fundamental Operating System algorithms. To develop programming and problem-solving skills through algorithm simulation. To gain hands-on experience with version control and collaborative coding using GitHub. To improve documentation and code organization practices. To encourage self-learning and the practical application of Operating System concepts. |
Students were asked to simulate Operating System algorithms, questions to each student was given in advance , they did the implementation and uploaded to GitHub, and shared the repository link for evaluation. |
Good |
The activity improved students’ practical understanding of Operating System algorithms while developing their programming, problem-solving, documentation, and GitHub version-control skills. |
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| 381 |
Neenu R |
Innovate assessment method |
Project for System Software : Students designed and implemented a two-pass assembler with a graphical user interface using a programming language of their choice. The project involved processing assembly language programs, generating symbol tables, handling forward references, and producing object code through the two-pass assembly process. |
To enable students to apply system software concepts by designing and implementing a functional two-pass assembler. |
Students developed a GUI-based two-pass assembler that performs lexical analysis, symbol table generation, address resolution, and object code generation, followed by demonstration and evaluation of the system. |
Students found the project valuable in understanding assembler design, symbol table management, and the practical implementation of system software concepts. |
The project enhanced students' understanding of assembler construction, software design, problem-solving, and GUI-based application development while providing hands-on experience with core system software principles. |
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| 382 |
Dr. Vishal John Mathai |
Innovate assessment method |
Research Paper Analysis and Technical Seminar Presentation on Emerging Technologies in Digital Product Design and Manufacturing : As part of the M.Tech programme in Electric Vehicle Technology, students were assigned recent high-impact research papers in emerging domains such as AI-enabled manufacturing, intelligent additive manufacturing, virtual reality applications, Industry 5.0, and trustworthy AI systems. Students critically reviewed the assigned research paper, analyzed the underlying technological concepts, identified research challenges and industrial applications, prepared technical presentation slides, and presented their findings in a seminar format. The assessment evaluated research aptitude, analytical thinking, technical communication, and the ability to relate emerging technologies to future manufacturing systems and electric vehicle industries. |
1) Develop the ability to critically review and interpret contemporary research literature. 2) Expose students to emerging technologies relevant to digital product design and advanced manufacturing. 3) Enhance research aptitude and independent learning capabilities. 4) Strengthen analytical and critical evaluation skills. 5) Improve technical presentation and scholarly communication skills. |
Research-Based Learning - Literature Review and Critical Analysis - Seminar Presentation - Self-Directed Learning - Peer Learning and Discussion - Question-and-Answer Based Evaluation - Outcome-Based Assessment |
Students found the activity valuable in understanding current research trends and technological advancements beyond the regular curriculum. The seminar presentations enhanced confidence in reading research papers, interpreting scientific findings, and communicating technical concepts. The activity also improved awareness of how emerging technologies such as AI, Industry 5.0, and intelligent manufacturing can influence future electric vehicle development and manufacturing ecosystems. |
- Enhanced research and literature review skills. - Improved ability to critically analyze contemporary technological developments. - Increased awareness of emerging manufacturing technologies and Industry 5.0 concepts. - Strengthened technical presentation and scientific communication skills. - Encouraged independent learning and exploration of interdisciplinary technologies relevant to electric vehicle systems. - Promoted higher-order cognitive skills such as analysis, evaluation, synthesis, and knowledge dissemination. |
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| 383 |
Dr. Anish R |
Innovative Pedagogical initiatives |
EV Design Masterclass: From Concept to Rolling Prototype : A focused one-day technical workshop covering the fundamentals of Solar and Electric Vehicle Design, including: • Overview of Electric Vehicle (EV) platforms (Solar (SEV) / Battery (BEV) /Hybrid (HEV)) • Design principles for braking, steering, suspension, and powertrain • Selection and integration of key electrical components • Live demonstration of EV systems and interfaces • Expert insights on current trends in electric mobility • Open discussion and doubt clarification Ideal for School, Diploma and Engineering students, project teams, and EV enthusiasts looking to strengthen their understanding of practical vehicle design and system engineering. |
1. Design and analyze real-world automotive systems -chassis, suspension, drivetrain. 2.Enhance your technical, creative, and teamwork skills through design reviews, fabrication, and performance testing. 3. Collaborate with a team of innovators tackling engineering challenges in electric vehicle design |
This one-day workshop follows a structured, blended-learning methodology that combines conceptual lectures, hands-on demonstration, and interactive discussion to build a practical understanding of Solar and Electric Vehicle design. The day begins with an introductory session comparing EV platforms (SEV, BEV, HEV), followed by a technical module on core design principles of braking, steering, suspension, and powertrain systems, and a hands-on session on selecting and integrating key electrical components such as motors, controllers, and battery management systems. This theoretical foundation is reinforced through a live demonstration of an actual or model EV system, giving participants direct exposure to real-world integration and interfaces. An expert-led talk on current trends in electric mobility bridges classroom learning with industry practice, while a dedicated open discussion and doubt-clarification session ensures individual queries and project-specific concerns are addressed. |
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By the end of the workshop, participants will be able to: Differentiate between SEV, BEV, and HEV platforms and their design considerations Understand core mechanical subsystem design logic (braking, steering, suspension, powertrain) Identify and select appropriate electrical components for an EV system Relate theoretical knowledge to a real/working EV setup Stay updated on current trends shaping the EV industry |
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| 384 |
Dr. Anish R |
Innovative Pedagogical initiatives |
Pathway to Net Zero: Strategies for a Carbon Neutral Future : "Pathway to Net Zero: Strategies for a Carbon Neutral Future" — A Workshop organized by the SEEM Students Chapter, Amal Jyothi College of Engineering, was held on August 7, 2025 at Alphonsa Hall, Central Complex. The event brought together 90 participants to explore energy efficiency strategies and carbon neutrality pathways. Eminent resource persons, Mr. Azeem K, Director of Alenso Energy Pvt. Ltd., and Mr. G Krishna Kumar, National General Secretary of the Society of Energy Engineers and Managers (SEEM), led the session. The workshop aimed to create awareness on sustainable energy practices and foster meaningful dialogue on achieving industrial energy efficiency targets in alignment with global net-zero goals. |
1. Disseminate information regarding energy efficiency techniques, tools, practices and processes 2.Encourage and assist in implementation of programmes related to the objective of improvement of energy efficiency 3.Support /facilitate /organise energy related research |
The workshop adopted an interactive offline mode of delivery at the college campus. The following methodologies were employed: Expert Talks & Keynote Sessions by industry professionals and national-level energy management leaders Case Study Discussions on real-world energy audit practices and energy efficiency implementation in industries Panel Interactions encouraging open discussions between resource persons and participants on carbon neutrality strategies Certificate Distribution & Membership Enrolment under SEEM-IOC, promoting continued professional engagement Demonstration & Visual Aids through event posters, program schedules, and structured presentations to reinforce learning outcomes |
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The workshop "Pathway to Net Zero: Strategies for a Carbon Neutral Future" made a meaningful impact on the 90 participants by enhancing their understanding of energy efficiency techniques, tools, and sustainable practices. Insights shared by industry experts Mr. Azeem K (Director, Alenso Energy Pvt. Ltd.) and Mr. G Krishna Kumar (National General Secretary, SEEM) effectively bridged the gap between academic learning and real-world energy management, inspiring students to think critically about carbon neutrality and the role they can play in achieving it. The formal handover of the SEEM-IOC Amal Jyothi Membership Certificate to the college further strengthened the institution's connect with the professional energy management community. The event also served as a strong motivator for students to engage in energy-related research, innovation, and implementation of energy efficiency programmes. It fostered a culture of sustainability within the campus while reinforcing Amal Jyothi College of Engineering's commitment to addressing global energy challenges. Overall, the workshop laid a solid foundation for future collaborations, green initiatives, and research endeavors, nurturing the next generation of energy-conscious engineers. |
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| 385 |
Bennet Jose Mathew |
Innovate assessment method |
Group Work witjh Individual and Peer Assessment : This assessment methodology was designed for two field-based Civil Engineering assignments — a CRC Building Structural Study and a Fire & Safety Management Site Inspection — where 58 students across 8 groups used a structured Google Form to individually report their contributions, rate themselves, and anonymously allocate peer scores across their teammates. The form captured task-level participation, hours, qualitative reflections on learning, and team coordination ratings. Responses were processed through a custom Python pipeline that aggregated peer scores, computed equity metrics, and auto-generated illustrated PDF reports — giving faculty a data-rich, evidence-based view of individual contribution within group work, without any manual data collation. The anonymity design encouraged honest peer feedback while full traceability was preserved for faculty, making it both a fair assessment tool and a scalable model for OBE-aligned evaluation of experiential learning. |
To fairly assess individual contribution within group field assignments by combining structured self-reflection, anonymous peer scoring, and automated data processing into a scalable, OBE-aligned evaluation framework. |
Students independently completed a digital form capturing task participation, self-ratings with justification, anonymous peer point allocation, and qualitative learning reflections, which were then auto-processed into illustrated PDF consolidation reports using a custom Python pipeline. |
Students engaged genuinely with the process — reflecting meaningfully on concepts like load transfer and NBC compliance, providing differentiated peer scores with written rationale, and submitting honest declarations across all 88 responses. |
The methodology revealed contribution patterns invisible to conventional group assessment — flagging effort imbalances, validating top contributors, and delivering faculty-ready evidence reports within hours of form closure, with the pipeline fully reusable across future assignments. |
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| 386 |
Tintu Alphonsa Thomas |
Innovate assessment method |
Parakh Assesment : Parakh Assessment was conducted as an assignment activity for the course Compiler Design for S6 CSE C Batch. The assessment focused on evaluating students' conceptual understanding and problem-solving abilities in lexical analysis, parsing techniques, syntax-directed translation, intermediate code generation, and code optimization. Students were encouraged to analyze compiler concepts independently and provide structured solutions to application-oriented problems. |
To assess students' understanding of fundamental concepts in Compiler Design. |
Assignment questions were designed to cover different cognitive levels based on Bloom's Taxonomy. |
Students found the assessment useful for strengthening their understanding of Compiler Design concepts. |
Enhanced problem-solving and analytical skills among students. Increased student engagement and active participation in the learning process. |
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| 387 |
Tintu Alphonsa Thomas |
Innovate assessment method |
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To introduce students to the fundamentals of LangGraph and Agentic AI systems. To provide hands-on exposure to the architecture and workflow of AI agents and multi-agent systems. |
Students were enrolled in the Blended Starter platform and instructed to complete the course "LangGraph and Agentic AI: Foundations, Architecture and Applications." The course was delivered in a self-paced online mode with video lectures, demonstrations, and quizzes. |
Students found the course highly relevant and aligned with current developments in Artificial Intelligence. The self-paced learning approach enabled students to learn at their convenience and revisit concepts whenever required. |
Students developed foundational knowledge in LangGraph and Agentic AI frameworks. The activity enhanced awareness of cutting-edge AI technologies and their industry applications. |
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| 388 |
Tintu Alphonsa Thomas |
Innovate assessment method |
Online Course by Oracle University Learning Community : Students were enrolled in Oracle University Learning Community and done a Course in Oracle Cloud Infrastructure AI Foundations and
Oracle Cloud Infrastructure Generative AI. |
To provide students with foundational knowledge of Cloud Computing and Artificial Intelligence using Oracle Cloud technologies. To familiarize students with the concepts and services offered in Oracle Cloud Infrastructure (OCI). |
Students were enrolled in the Oracle University Learning Community and were encouraged to complete the courses Oracle Cloud Infrastructure AI Foundations and Oracle Cloud Infrastructure Generative AI. The courses were delivered through self-paced online learning modules consisting of video lectures, demonstrations, quizzes, and hands-on activities. Students learned concepts including cloud architecture, AI and Machine Learning fundamentals, Generative AI models, prompt engineering, and OCI AI services. Periodic monitoring of course progress and completion status was carried out by the faculty. |
Students found the courses informative and highly relevant to current industry requirements. The self-paced learning format enabled students to learn at their own pace and revisit topics whenever needed. Students appreciated the clear explanations of AI and Generative AI concepts with practical examples. |
Students gained a strong foundation in Oracle Cloud Infrastructure, AI, and Generative AI concepts. The initiative improved students' awareness of cloud-based AI services and emerging technology trends. Students developed skills in AI fundamentals, Generative AI applications, and cloud computing technologies. |
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| 389 |
Anit James |
Innovate assessment method |
Case-Based Outcome-Oriented Assessment for Formal Logic and Digital Fundamentals Using a Smart Home Security System : A comprehensive case-study-based assignment was designed for the course 24INMCAT106 – Formal Logic and Digital Fundamentals. The assessment integrates all five course modules into a single real-world scenario involving the design and analysis of a Smart Home Security System. Students apply concepts from logical reasoning, number systems, Boolean algebra, K-Maps, combinational circuits, and sequential circuits to solve authentic engineering problems. The assignment is aligned with Outcome-Based Education (OBE), Bloom's Taxonomy, and Program Outcomes. |
To promote application-oriented learning through real-world scenarios. To assess students' higher-order thinking and problem-solving abilities. To integrate multiple course outcomes within a single assessment. To encourage analytical reasoning and circuit design skills. To strengthen students' understanding of digital system design through practical case studies. To improve attainment of Course Outcomes (COs), Program Outcomes (POs), and Program Specific Outcomes (PSOs). |
Developed a real-world Smart Home Security System case study. Mapped assessment tasks to all five Course Outcomes. Incorporated Bloom's Taxonomy Level L5 (Evaluate). Designed questions requiring analysis, design, simplification, verification, and justification. Embedded CO-PO-PSO articulation within the assessment framework. Used rubrics for transparent evaluation. Shared detailed solution discussions and guidance videos through the departmental YouTube channel. Encouraged self-learning and independent problem solving. |
Students reported improved understanding of the interconnection between various FLDF modules. The real-world scenario made abstract concepts easier to understand. Case-based questions enhanced analytical and critical thinking skills. Students appreciated the industry-oriented approach and practical relevance. |
Improved performance in higher-order cognitive questions. |
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| 390 |
Anit James |
Innovate assessment method |
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To promote self-learning, improve conceptual clarity, enhance communication and presentation skills, and encourage students to create meaningful digital learning content based on course concepts. |
A video-based learning and assessment approach was adopted where each student independently selected a topic, prepared content, created a 2–3 minute explanatory video, and submitted it through a dedicated YouTube repository for evaluation using a structured rubric. |
Students found the activity engaging and interactive, appreciated the opportunity to learn independently, and reported improved confidence in explaining technical concepts and using digital tools for learning. |
The activity enhanced student engagement, strengthened conceptual understanding, improved presentation and communication skills, fostered self-directed learning, and generated a reusable repository of student-created learning resources. |
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| 391 |
Jetty Benjamin |
Innovate assessment method |
COMBINED MICRO PROJECT : COMBINED MICRO PROJECT — BCA SEMESTER II (LAB)
Data Structures & Object-Oriented Programming in Java |
To design and implement a Java program by applying core Object-Oriented Programming principles such as classes, objects, constructors, methods, and encapsulation. To apply appropriate data structure concepts (array, stack, queue, or linked list) to model and solve a real-world problem efficiently.To implement standard operations (insertion, deletion, searching, traversal, or priority-based processing) relevant to the chosen data structure. To practice using AI tools (ChatGPT/Claude) responsibly for code design and debugging, while maintaining full understanding of the generated code. |
COMBINED MICRO PROJECT |
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| 392 |
Jinson Devis |
Innovate assessment method |
COMBINED ASSESSMENT FRAMEWORK : Microproject-Based Statistical Learning |
An integrated pedagogy that unifies theory, data collection, computation in R, and interactive presentation — assessed as a single real-world project experience. |
Combined 60% continuous (preparation, code, report) and 40% interactive viva on an interactive screen using live R output. |
Students demonstrated strong engagement and analytical thinking, effectively applying statistical concepts to real-world datasets through data collection, R-based analysis, and interactive presentation. |
Students connect abstract statistical concepts to real datasets they themselves collected from their community or domain of interest. |
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| 393 |
Navyamol K T |
Innovate assessment method |
Research-to-Insight Lab Inter-Semester Collaborative Research Ecosystem Integrating Research Methodology and Statistical Applications : An innovative inter-semester research-learning model was implemented by integrating S8 Research Methodology and S4 Statistical Applications through mixed student teams. Students collaboratively conducted end-to-end quantitative research projects, from problem identification and data collection to statistical analysis, report writing, and conference-style presentations. |
To integrate research and statistical concepts through experiential learning, promote peer mentoring and collaborative learning, develop research and analytical skills, and enhance academic writing, communication, and problem-solving abilities. |
Mixed S4–S8 teams identified real-world research problems, conducted surveys, collected primary data, and applied statistical techniques for analysis. S8 students guided research design and documentation, while S4 students performed statistical analysis, culminating in research papers and online presentations. |
Students appreciated the hands-on research experience, peer learning opportunities, and practical application of statistical tools. The activity improved their confidence in research, data analysis, teamwork, and academic presentation. |
The initiative enhanced research aptitude, analytical thinking, collaboration, and communication skills while improving attainment of course outcomes through project-based and inquiry-driven learning. |
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| 394 |
Navyamol K T |
Innovative Pedagogical initiatives |
From Windows to Ubuntu: Discovery-Based Linux Learning : Students learned Ubuntu through guided hands-on exploration instead of traditional lectures, discovering Linux GUI, file systems, applications, and shell concepts independently. The activity concluded with the creation of a one-page Ubuntu Cheat Sheet summarizing their learning. |
To familiarize students with Ubuntu through experiential learning, develop Linux navigation and shell skills, and promote self-directed learning and digital literacy. |
Students completed a structured Ubuntu exploration worksheet, performed basic Linux and shell tasks, documented observations, and created a personalized Ubuntu Cheat Sheet as an assessment artifact. |
Students found the activity interactive, engaging, and easy to follow. The hands-on approach increased their confidence in using Ubuntu and understanding Linux concepts. |
The activity improved students’ practical Linux skills, self-learning ability, and confidence in working with Ubuntu while increasing engagement through active exploration and learning-by-doing. |
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| 395 |
Dr. Therese Yamuna Mahesh |
Innovate assessment method |
24ECVE222-COMPUTER VISION FOR INTELLIGENT SYSTEM DESIGN - MTVLSI2025-27-S2 : Assessment of their learning abilities in performing basic image processing activities |
To learn how to implement image processing tasks using open cv |
Hands on exercises using MATLAB |
Good |
Implement image processing tasks using python/Matlab |
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| 396 |
Navyamol K T |
Innovate assessment method |
Learning Operating System Concepts through Linux-Based Experiential Labs : Instead of learning Operating System concepts only through theory, students explored process management, memory management, scheduling, file systems, system calls, IPC, deadlocks, security, and system services through hands-on Linux activities. This activity connected theoretical OS concepts with real system behavior, enabling students to learn by experimentation and observation. |
To strengthen understanding of Operating System concepts through practical Linux-based activities, enhance problem-solving skills, and bridge the gap between theory and real-world system administration. |
Students performed guided Linux experiments related to processes, memory, scheduling, file systems, IPC, security, and system services, documented observations, analyzed outcomes, and explained the underlying OS concepts through reports and screenshots. |
Students found the activity highly engaging and helpful in understanding difficult Operating System concepts. The practical approach improved their confidence in using Linux and relating theory to real-world computing environments. |
The activity improved conceptual understanding, analytical thinking, and practical Linux skills while increasing student engagement through experiential and application-oriented learning. It enabled students to visualize and verify Operating System concepts directly on a live system. |
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| 397 |
Navyamol K T |
Innovative Pedagogical initiatives |
Learning Web Technologies through Browser Investigation and Real-Time Network Analysis : Students explored browser Developer Tools, DNS, networking, web security, and HTTP communication by investigating real websites using Chrome/Edge Developer Tools. The activity enabled students to connect theoretical networking concepts with actual browser and web application behavior through observation and analysis. |
To develop practical understanding of web technologies, browser architecture, networking concepts, DNS, security mechanisms, and web request processing through experiential learning. |
Students analyzed live websites using browser Developer Tools, examined network requests, security certificates, storage mechanisms, and web resources, and related their observations to theoretical concepts such as DNS, HTTP/HTTPS, TCP/IP, ports, and web communication. |
Students found the activity engaging and relevant as it helped them visualize how websites actually work. The hands-on investigation improved their understanding of networking and browser technologies beyond textbook learning. |
The activity enhanced conceptual clarity, analytical skills, and practical understanding of web technologies. Students demonstrated improved ability to troubleshoot, analyze web applications, and understand real-world Internet communication processes. |
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| 398 |
Dr. Therese Yamuna Mahesh |
Innovative Pedagogical initiatives |
23ECT352 Digital Image Processing : A workshop was conducted using MATLAB on the practical aspects of image processing and students were asked to do the simulations for Assignment 3. |
To learn how to implement image processing tasks using Matlab |
Hands on exercises using MATLAB |
Good |
Implement image processing tasks using Matlab |
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| 399 |
Anju Raj |
Innovate assessment method |
Case study based assignment and seminar on the subject 24MNC205 Safety Engineering in Process Plants : Given a case study based assignment on the subject 24MNC205 Safety Engineering in Process Plants. Constituted a team of 5 members. The assignment carried 30 marks. |
To develop students ability to apply theoretical concept to real world safety problems. |
selection of topic, Data collection, problem identification, PPT preparation and presentation |
Effective |
Improved student participation, critical thinking |
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| 400 |
Bini M Issac |
Innovate assessment method |
Parakh Assessment for 24CST204 Operating Systems : Parakh Assessment is an outcome-based and technology-enabled assessment method used in the Operating Systems course to evaluate students' conceptual understanding, analytical ability, and problem-solving skills. The assessment was conducted through the Parakh platform using a combination of multiple-choice questions, scenario-based questions, and application-oriented problems covering process scheduling, memory management, synchronization, deadlocks, file systems, and disk scheduling. Immediate feedback and performance analytics helped students identify their strengths and areas for improvement. |
To assess students' understanding of fundamental Operating Systems concepts. To promote analytical thinking and problem-solving skills through application-based questions. To provide instant feedback that helps students improve their learning outcomes. To encourage self-evaluation and continuous learning using a digital assessment platform. To align the assessment with course outcomes and outcome-based education practices. |
Conducted the assessment using the Parakh online assessment platform. |
Good |
The PARAKH assessment familiarised students with multiple-choice questions and helped prepare them for comprehensive examinations and competitive exams such as GATE. |
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| 401 |
Bini M Issac |
Innovate assessment method |
Parakh assessement for 23CST 306 Algorithm Analysis and Design : Parakh Assessment is an outcome-based and technology-enabled assessment method implemented in the Algorithm Analysis and Design course to evaluate students' understanding of algorithmic concepts, problem-solving abilities, and analytical skills. The assessment was conducted through the Parakh platform using a mix of multiple-choice questions, scenario-based problems, and algorithm design questions covering asymptotic analysis, divide and conquer, greedy algorithms, dynamic programming, graph algorithms, and backtracking. Immediate feedback and performance analytics enabled students to identify their strengths and areas for improvement. |
To assess students' understanding of fundamental concepts in Algorithm Analysis and Design. To develop analytical thinking and problem-solving skills through application-oriented questions. To evaluate students' ability to analyze algorithm efficiency and compare different approaches. To provide instant feedback for self-assessment and continuous improvement. To align the assessment with course outcomes and outcome-based education practices. |
Conducted the assessment using the Parakh online assessment platform. |
Good |
The PARAKH assessment familiarised students with multiple-choice questions and helped prepare them for comprehensive examinations and competitive exams such as GATE. |
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| 402 |
Anju Raj |
Innovative Pedagogical initiatives |
Flipped Classroom Session on the topic “Theories of Accident Causation” : Flipped Classroom Session on the topic “Theories of Accident Causation”. 20 minutes allotted for group discussion based on the topic. followed by a group MCQ activity to assess the understanding.
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Self paced learning through online resources |
Preparation of learning resources, classroom engagement. MCQ and evaluation |
Effective |
Improved student participation, critical thinking |
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| 403 |
Anju Raj |
Innovative Pedagogical initiatives |
Flipped Classroom Session on the subject, 24MNC205 Safety Engg in Process Plants : Flipped Classroom Session for the subject 24MNC205 Safety Engineering in Process Plants. 20 minutes allotted for group discussion based on the topic, followed by a Quiz activity to assess the understanding. |
Self paced learning through online resources |
Preparation of learning resources, classroom engagement. Quiz evaluation |
Effective |
Improved student participation, critical thinking |
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| 404 |
Bini M Issac |
Innovative Pedagogical initiatives |
Flipped Classroom for 23CST309 Management of Software Systems : A flipped classroom approach was implemented in the 23CST309 Management of Software Systems course to promote active learning and critical thinking. Initially, students were introduced to various software development process models such as Waterfall, Agile, Prototype, Spiral, Incremental, and V-Model through classroom discussions and learning materials. Subsequently, the class was divided into 11 groups, and each group was assigned a project topic. Students were required to analyze the project requirements, identify the most suitable software process model, and justify their choice based on factors such as project size, requirements stability, risk, customer involvement, and development time. The activity shifted the focus from passive learning to collaborative problem-solving and decision-making. |
To enhance students' understanding of different software process models and their applications. To encourage active participation and collaborative learning through group activities. To develop critical thinking and decision-making skills in selecting appropriate software development models. To bridge the gap between theoretical concepts and real-world software project scenarios. To improve communication and presentation skills through group discussions and justifications. |
Introduced software process models including Waterfall, Agile, Prototype, Spiral, Incremental, and V-Model through lectures and learning resources. Adopted a flipped classroom strategy where students explored and discussed concepts actively after the initial instruction. Divided the class into 11 groups and assigned a software project topic to each group. Asked each group to analyze the project characteristics and identify the most suitable software process model. Required students to justify their selection with proper reasoning and comparisons with other models. Conducted group presentations followed by class discussions and feedback sessions. |
very good |
The activity improved students’ understanding of software process models and enhanced their critical thinking, teamwork, decision-making, and problem-solving skills through practical, collaborative learning. |
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| 405 |
Anju Raj |
Innovate assessment method |
Module test 1 for Mass Tansfer Operations : Assignment 1 was conducted as a module test (MCQ Online), and was conducted at CCF.
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Immediate and unbiased evaluation through computer based assessments. |
Question bank preparation, scheduling, conduct of MCQ, Result generation, Performance analysis |
Effective |
Transparent and unbiased evaluation of students |
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| 406 |
Amal K Jose |
Innovate assessment method |
Rapid Cloud Deployment and Integration : This project integrates concepts from Cloud Computing, Web Development, and Automation to build and deploy a real-world cloud-based application. |
To gain practical experience in Cloud infrastructure setup, AI-assisted web development, Automation using scripts, Hosting and deployment |
Installing OpenStack, designing a webpage using AI, automating email notifications, deploying a cloud server, and hosting a website with SSL security. |
The project provided practical exposure to cloud computing, web development, and automation technologies, helping students understand real-world deployment workflows and improve their technical skills through hands-on learning. |
The project successfully demonstrated the integration of cloud infrastructure, AI-assisted development, automation, and secure hosting, enabling students to gain industry-relevant experience in building and deploying a complete cloud-based application. |
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| 407 |
Thomas Varghese |
Innovative Pedagogical initiatives |
Problem-Based Live Micro-Projects in Web Application Development : As an innovative teaching-learning initiative, live micro-projects were integrated into both the theory and laboratory components of the Web Application Development course. Instead of assigning standardized problem statements, students were encouraged to identify real-world problems from their own observation and experience, and design and develop a full-stack web application as a solution. This student-driven, problem-based approach was implemented in alignment between the theory course (24ITT204) and its corresponding lab course (24ITL204), ensuring that concepts learned in class were immediately applied through hands-on development in the lab sessions. |
Enhanced practical application of web development concepts (HTML/CSS, scripting, databases, frameworks) Improved student engagement and motivation through self-identified, personally relevant problems Stronger alignment between theory (24ITT204) and lab (24ITL204) course outcomes Exposure to the complete software development lifecycle — problem identification, design, development and testing |
Self-identified problem statement by each student Requirement analysis and application design (architecture, database, UI) Iterative full-stack development during lab sessions Continuous faculty mentoring aligning theory and lab Final prototype demonstration and evaluation Industry project-based interviews for internship selection |
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Individual Micro-Projects — Each student independently identified a real-world problem and developed a corresponding full-stack web application, ensuring personalized learning and complete ownership of the development process. Industry Internship Outcomes — As a direct result of the skills demonstrated through these micro-projects, 8 students secured one-year internships at Leopard Tech Labs Pvt. Ltd., and 7 students secured one-year internships at SKOVVY Information Technologies. Project-Based Interview Selection — All internship offers were extended following interviews conducted specifically based on the students' individual micro-projects, validating the project-based learning approach as an effective bridge between academic training and industry recruitment. |
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| 408 |
Ajith G S |
Innovate assessment method |
Alumni Connect – Interaction Session for INMCA & MCA-26 pass out : The Department of Computer Applications is organizing an online interaction session with our esteemed alumni — Amal Antony, Wilgimol Thomas, Ardra, and Sreerag — who are currently working at Safran. The session is scheduled for 28th December 2025 at 7:00 PM and is exclusively arranged for final-year MCA students shortlisted for Safran recruitment. The interaction aims to provide students with first-hand insights into the Safran recruitment process, technical expectations, workplace culture, and interview strategies. Students will benefit from alumni guidance on preparation techniques, career pathways, and professional growth. Participation in the session is mandatory to ensure effective preparation and alignment with industry requirements. |
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Good |
Students gain first-hand insights into the Safran recruitment and interview process. Improved technical and interview preparedness of shortlisted final-year MCA students. Enhanced clarity on industry expectations, work culture, and career roles at Safran. Increased confidence and strategic approach towards final interview rounds. Strengthened alumni–student engagement and professional mentoring support. |
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| 409 |
Meera Rose Mathew |
Innovate assessment method |
Integrated Case-Based Assessment on Virtualization and Containers, and Advanced DBMS : A scenario-based combined assignment was designed by integrating the courses Virtualisation and Containers and Advanced Database Management Systems. Students analyzed a real-world cloud enterprise application requiring scalability, fault tolerance, high availability, and multi-tenancy. The assessment required students to apply concepts from both domains to propose deployment strategies and explain distributed database operations in virtualized and containerized environments. This interdisciplinary assessment promoted higher-order thinking, problem-solving, and industry-oriented learning. |
Apply virtualization and containerization concepts to real-world cloud deployments. Analyze the role of virtual machines and containers in database environments. Evaluate the benefits of container orchestration for database management. Explain advanced DBMS features such as data replication and transaction management in cloud infrastructures. Develop critical thinking and system design skills through case-based learning. |
Scenario-based and problem-based assessment,Application-oriented analysis and justification, Individual report submission with rubric-based evaluation. |
Students reported that the assessment helped them understand the practical integration of virtualization, container technologies, and distributed databases. The industry-relevant case study improved conceptual clarity, analytical thinking, and confidence in designing cloud-based solutions. |
Enhanced student engagement through real-world problem solving. |
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| 410 |
Febin Sam Philip |
Innovate assessment method |
Design Your Sustainable Mini Infrastructure Project — Group Presentation & Model Submission : As an innovative assessment for the course 24ESC100—Basics of Civil and Mechanical Engineering (B.Tech Chemical Engineeing, Semester 2), students were assigned a group mini project in place of a conventional written assignment. Groups of 4–5 students were required to conceptualize, design, and present a small-scale, sustainable civil engineering infrastructure project addressing a real-life community or campus need. Each group submitted a written report (max 4 pages), a scaled or digital 3D model, and a 5-minute oral presentation. Seven themes were offered, including green buildings, rainwater harvesting, smart pedestrian pathways, waste segregation models, energy-efficient structures, eco-friendly pavements, and micro water treatment units. Student submissions and evidence are archived in the Google Drive folder shared for this course. |
1. To assess students at Bloom's Taxonomy Level 6 (Creating) by engaging them in real-world civil engineering design tasks beyond textbook learning. 2. To attain Course Outcomes CO1, CO2, and CO3 covering building materials, surveying, roads, water supply, and environmental concepts. 3. To promote teamwork, communication, and sustainability awareness among first-year engineering students. 4. To bridge theory and practice by encouraging students to propose innovative, low-cost, and eco-friendly solutions for campus or community problems. |
Project-Based Learning (PBL) with collaborative group work; theme allotment on first-come-first-served basis to encourage prompt decision-making; written report preparation with problem statement, concept design, materials, sustainability aspects, and expected benefits; hands-on model making (physical or digital using SketchUp/AutoCAD); oral presentation with visual aids (poster/PPT/video); rubric-based assessment aligned to CO and PO attainment; submission managed via Google Forms for group registration and Google Drive for evidence archiving. |
Students responded positively to the project-based assessment, expressing that it made civil engineering concepts more relatable and meaningful. The group activity fostered collaborative skills and creative thinking. Many students appreciated the freedom to choose real-world themes and found the exercise of preparing a written report, model, and presentation more engaging than traditional assignments. The hands-on nature of the task helped them better understand sustainability principles in engineering practice. |
The innovative assessment successfully achieved 100% coverage of CO1, CO2, and CO3 at Bloom's Level 6 (Creating), the highest cognitive level, as evidenced by the rubric-based evaluation. Students demonstrated improved understanding of building materials, surveying basics, road design, and water management principles through applied project work. The activity contributed to attainment of PO1, PO3, PO6, PO7, PO8, PO10, PO11, and PO12. All group submissions — reports, models, and presentation materials — have been documented and archived in the course Google Drive folder as verifiable evidence of learning outcomes. |
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| 411 |
Febin Sam Philip |
Innovative Pedagogical initiatives |
Micro Project — Break-Even Analysis: Field Visit to Local Business (23HUT300 — Industrial Economics & Foreign Trade) : As an Innovative Pedagogical Initiative for the course 23HUT300 — Industrial Economics and Foreign Trade (B.Tech AI & DS, Semester 6), students were assigned a micro project requiring them to visit a real local business, collect actual cost and revenue data, and apply the concept of Break-Even Analysis (BEP) to evaluate the business's financial performance. This experiential learning activity replaced the conventional theory-based assignment, connecting classroom economics concepts directly to real-world business practice. Students were required to visit a shop, retailer, or manufacturer; collect data on fixed costs, variable costs, and selling price; calculate the BEP; and submit a written report with a photograph showing the student at the business premises. |
1. To enable students to apply CO2 and CO3 at Bloom's Level 5 (Evaluating) by analysing real business cost structures and making informed recommendations. 2. To bridge the gap between theoretical economics and practical business decision-making through experiential field-based learning. 3. To develop students' ability to independently identify, collect, and interpret financial data from a functioning business. 4. To promote entrepreneurial thinking and financial literacy by engaging students with break-even analysis in real-world contexts. 5. To enhance communication and report-writing skills through structured field reports with photographic evidence |
Experiential Learning through field visit to a local business; individual micro project with structured data collection (fixed cost, variable cost, selling price); application of Break-Even Point (BEP) formula — BEP (units) = Fixed Cost ÷ (Selling Price − Variable Cost); written report preparation with problem identification, data analysis, BEP calculation, observations, and conclusion; mandatory photograph as proof of visit; digital submission via Google Form; rubric-based assessment aligned to CO2 and CO3 attainment at L5 (Evaluating). |
Students found the micro project highly engaging and practically relevant compared to conventional assignments. They appreciated the opportunity to interact with real business owners and understand how economic concepts like fixed costs, variable costs, and break-even analysis apply in day-to-day business operations. Many students noted that the field visit gave them a clear understanding of why BEP is a critical management tool. The photo requirement and structured report format motivated students to take the task seriously and approach it professionally. |
The innovative pedagogical initiative successfully achieved 100% coverage of CO2 and CO3 at Bloom's Level 5 (Evaluating), the highest level assigned for this assignment, through real-world application. Students demonstrated improved understanding of cost structures, contribution analysis, and BEP decision-making as evidenced by the quality of field reports submitted. The activity contributed to attainment of PO1, PO2, PO3, PO4, PO8, PO11, PO12, PSO1, PSO2, and PSO3. Student reports, geotagged photographs, and field data are archived as verifiable evidence of learning outcomes. The activity also fostered entrepreneurial awareness and practical economic reasoning among engineering students. |
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| 412 |
Nimmy Francis |
Innovative Pedagogical initiatives |
Flipped Classroom : The Flipped Classroom is an innovative teaching methodology that reverses the traditional learning process. Instead of introducing new concepts during classroom lectures, students are provided with learning materials such as videos, presentations, reading resources, and recorded lectures before the class. Students study these materials independently, allowing classroom time to be utilized for interactive discussions, problem-solving activities, collaborative learning, case studies, and application-oriented exercises. |
To promote active and student-centered learning. To encourage self-directed learning through pre-class preparation. To improve students' conceptual understanding of course topics. To utilize classroom time for discussions, problem-solving, and application-based activities. |
Preparation of Learning Resources. Pre-Class Learning. Interactive Classroom Sessions. Collaborative Learning Activities. Reflection and Assessment. |
The feedback collected from students indicated a positive response to the Flipped Classroom methodology. Students appreciated the opportunity to learn course content at their own pace before attending class, which helped them come prepared for discussions and activities. The interactive classroom sessions enhanced their understanding of concepts and encouraged active participation. |
The implementation of the Flipped Classroom methodology had a significant positive impact on the teaching-learning process. By shifting content delivery outside the classroom and utilizing class time for interactive and application-oriented activities, students became more actively involved in their learning. The approach fostered greater engagement, collaboration, and participation among students while enhancing their understanding of course concepts. |
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| 413 |
Nimmy Francis |
Innovative Pedagogical initiatives |
Project-Based Learning (PBL) : Project-Based Learning (PBL) is a student-centered teaching methodology that promotes active learning through the execution of practical projects. It enables students to apply theoretical concepts to real-world situations, thereby enhancing understanding, critical thinking, collaboration, and problem-solving abilities. |
1. To enhance practical knowledge of advanced database technologies. 2. To encourage independent and collaborative learning. 3. To develop database design and implementation skills. 4. To improve problem-solving and analytical abilities. |
Stage 1: Problem Identification. Stage 2: Planning and Design. Stage 3: Development. Stage 4: Testing and Validation. Stage 5: Presentation and Demonstration |
The feedback received from students regarding the Project-Based Learning (PBL) approach was highly positive. Students appreciated the opportunity to work on practical projects that allowed them to apply theoretical concepts to real-world scenarios. The methodology encouraged active participation, creativity, and independent learning while fostering teamwork and collaboration. |
The implementation of Project-Based Learning (PBL) had a substantial positive impact on student learning and engagement. By involving students in the planning, design, development, and presentation of projects, the methodology transformed the learning process from passive knowledge acquisition to active knowledge creation and application. |
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| 414 |
Nimmy Francis |
Innovative Pedagogical initiatives |
Peer Teaching and Collaborative Learning : Peer Teaching and Collaborative Learning is an innovative student-centered instructional strategy that encourages students to learn through interaction, discussion, and knowledge sharing with their peers. In this approach, students actively participate in the teaching-learning process by explaining concepts, solving problems collaboratively, and supporting one another’s learning. |
1. To encourage active student participation in the learning process. 2. To enhance conceptual understanding through peer discussions. 3. To improve communication and presentation skills. 4. To promote teamwork and collaborative problem-solving. |
Formation of Learning Groups. Topic Preparation. Peer Teaching Sessions. Collaborative Learning Activities. Faculty Facilitation. |
Peer teaching and collaborative learning enhanced engagement, communication, and understanding of course content. Students appreciated the opportunity to learn from one another, although clearer group structures and balanced participation could further improve the experience. |
Peer teaching and collaborative learning had a positive overall impact on student learning by promoting deeper understanding, active engagement, and the development of essential communication and teamwork skills. These approaches created a more interactive and supportive learning experience while encouraging students to take greater ownership of their learning. |
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| 415 |
Ann Mary Thomas |
Innovative Pedagogical initiatives |
Web Development Competency Mapping and Outcome-Based Skill Progression Initiative : A pre-course diagnostic quiz on HTML, CSS, and JavaScript was conducted to assess baseline knowledge, followed by outcome-based learning activities. Students progressed to developing full-stack web applications with GitHub version control, Razorpay payment integration, database connectivity, cloud hosting on Render and AWS, demonstrating measurable skill enhancement. |
To assess the initial knowledge level of students in HTML, CSS, and JavaScript through a pre-course online quiz. |
Diagnostic Assessment: Conducted a beginner-level online quiz covering HTML, CSS, and JavaScript concepts before the commencement of lectures. Gap Analysis: Analyzed quiz results to identify areas requiring additional attention and support. Outcome-Based Learning: Delivered concepts through practical demonstrations, coding exercises, and mini-projects. |
Students appreciated the practical and application-oriented approach adopted throughout the course. The pre-course quiz helped them understand their strengths and areas needing improvement. Hands-on sessions on GitHub, database integration, and cloud deployment were found highly beneficial. Students reported increased confidence in developing and deploying complete web applications independently. |
Significant improvement was observed in students' understanding of web technologies compared to their initial assessment. Students successfully developed and deployed functional web applications by the end of the semester. Learners demonstrated proficiency in HTML, CSS, JavaScript, GitHub workflows, database integration, and cloud hosting. The activity transformed students from beginners with limited web development knowledge into capable developers who could build and deploy complete applications. |
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| 416 |
Nimmy Francis |
Innovative Pedagogical initiatives |
Experiential Learning : Experiential Learning is an innovative teaching methodology that emphasizes learning through direct experience and reflection. It enables students to bridge the gap between theoretical knowledge and practical applications by exposing them to real-world professional environments. |
1. To provide practical exposure to industrial environments. 2. To understand the functioning of IT organizations and software development processes. 3. To familiarize students with current technologies and industry practices. 4. To bridge the gap between academic learning and professional requirements. |
Identification of Relevant Industry. Planning and Coordination. Pre-Visit Orientation. Observation-Based Learning. Interaction with Industry Experts. Question-and-Answer Sessions. Collaborative Learning. |
The feedback received from students regarding the Industrial Visit (IV) as an Experiential Learning activity was overwhelmingly positive. Students appreciated the opportunity to observe real-world industrial practices and interact with professionals working in the industry. The visit provided valuable insights into organizational operations, emerging technologies, and professional work environments. |
The Industrial Visit (IV) conducted as part of the Experiential Learning initiative had a significant positive impact on student learning and professional development. The activity provided students with firsthand exposure to industrial environments, enabling them to observe the practical implementation of concepts studied in the classroom. This experience helped bridge the gap between academic knowledge and real-world industry practices. |
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| 417 |
Ann Mary Thomas |
Innovate assessment method |
Cloud Architecture Case Study Studio: Experiential Learning in Web Hosting and Infrastructure Decision Making : This innovative teaching-learning activity was designed to provide students with practical exposure to web hosting and cloud computing concepts through the analysis of real-world case studies. Students examined 12 comprehensive case studies covering diverse aspects of web hosting architectures, cloud deployment strategies, infrastructure planning, performance optimization, security implementation, scalability challenges, disaster recovery mechanisms, and cost-management practices. |
To develop students' understanding of modern web hosting architectures and cloud computing concepts. |
Case-Based Learning (CBL): Students analyzed 12 carefully selected industry-oriented case studies covering web hosting, cloud infrastructure, performance optimization, security, scalability, and cost management. |
Students found the case study approach highly engaging and relevant to industry practices. The activity helped them understand how theoretical cloud concepts are applied in real business environments. |
Students demonstrated a deeper understanding of web hosting architectures and cloud deployment models. Significant improvement was observed in infrastructure analysis and technology selection skills. |
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| 418 |
Nimmy Francis |
Innovate assessment method |
Rubric-Based Evaluation : Rubric-Based Evaluation was adopted as an innovative assessment method for evaluating Micro Projects in laboratory courses. The method provides transparent, objective, and consistent assessment criteria, enabling students to understand performance expectations and areas for improvement. Rubrics were used to assess technical competence, problem-solving ability, innovation, documentation quality, and presentation skills. |
To establish clear and transparent criteria for assessing student performance. To ensure fairness, consistency, and objectivity in the evaluation process. To assess students' understanding and application of theoretical and practical concepts. To evaluate technical competency, problem-solving skills, and innovation in project work. |
Identification of Assessment Criteria. Development of Rubrics. Performance-Based Assessment. |
The feedback received from students regarding the Rubric-Based Evaluation method was positive and encouraging. Students appreciated the transparency and clarity of the assessment process, as the evaluation criteria were communicated in advance. The rubric helped them understand the expectations for each component of the micro project and enabled them to focus on improving the quality of their work. |
The implementation of Rubric-Based Evaluation had a significant positive impact on the assessment and learning process. By providing clearly defined evaluation criteria and performance standards, the method enhanced transparency, consistency, and fairness in student assessment. Students gained a better understanding of the expectations associated with micro projects, laboratory activities, and presentations, enabling them to focus on achieving specific learning outcomes. |
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| 419 |
Ann Mary Thomas |
Innovative Pedagogical initiatives |
IPR Knowledge Analytics: Diagnostic Quiz-Based Learning for Intellectual Property and Patent Awareness : The IPR Knowledge Analytics activity was designed to enhance students' understanding of Intellectual Property Rights (IPR) and Patents through an interactive multiple-choice quiz-based learning approach. A comprehensive online quiz covering fundamental concepts such as copyrights, trademarks, patents, industrial designs, geographical indications, trade secrets, patentability criteria, patent filing processes, and the significance of intellectual property protection was conducted. |
To create awareness about the importance of Intellectual Property Rights and patent systems. |
Quiz-Based Learning: Conducted an online multiple-choice quiz covering fundamental IPR and patent concepts. Diagnostic Assessment: Evaluated students' existing awareness and understanding of intellectual property rights. Immediate Feedback Mechanism: Provided explanations for correct answers and discussed common misconceptions. |
Many students reported that they became aware of intellectual property concepts that were previously unfamiliar. |
Students recognized the significance of IPR in academic projects, research activities, entrepreneurship, and industry practices. |
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| 420 |
Ann Mary Thomas |
Innovative Pedagogical initiatives |
Copyright Case Study Studio: Experiential Learning in Intellectual Property Rights : Copyright Case Study Studio: Experiential Learning in Intellectual Property Rights" is an innovative teaching-learning practice that employs real-world case analysis to develop students' legal awareness, ethical reasoning, and practical understanding of copyright protection and intellectual property rights in the digital age. |
To develop awareness of copyright laws and intellectual property rights in digital and creative domains. |
Case-Based Learning (CBL): Students analyzed multiple real-world copyright and intellectual property cases. |
Students found the case studies highly relevant to modern digital environments. |
Significant improvement in students' understanding of copyright principles and intellectual property protection. |
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| 421 |
Nimmy Francis |
Innovate assessment method |
Continuous Formative Assessment : Continuous Formative Assessment is an innovative assessment approach that focuses on monitoring and improving student learning throughout the course rather than evaluating performance solely through end-semester examinations. It involves the systematic assessment of students at regular intervals using various learning activities such as quizzes, assignments, laboratory exercises, presentations, discussions, case studies, mini-projects, and classroom participation. |
To continuously monitor and evaluate student learning progress throughout the course. To identify students' strengths and areas requiring improvement at an early stage. To provide timely and constructive feedback that supports continuous learning and development. To enhance students' understanding and application of course concepts through regular assessment activities. |
Quiz Planning and Design. Regular Conduct of Quizzes. Use of Multiple Question Types. Time-Bound Evaluation. Immediate Feedback. |
The feedback received from students regarding the Course Quiz assessment method was positive and encouraging. Students appreciated the regular quizzes as they helped them stay engaged with the course content and continuously monitor their learning progress. The quizzes encouraged consistent study habits and improved preparedness for examinations. |
The implementation of Course Quizzes as a continuous assessment strategy had a positive impact on student learning and academic performance. Regular quizzes encouraged students to engage consistently with the course content, promoting continuous learning rather than last-minute examination preparation. The approach helped reinforce key concepts, improve knowledge retention, and strengthen students’ understanding of the subject matter. |
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| 422 |
Sona Maria Sebastian |
Innovate assessment method |
Enhancing Technical Competency through Industry-Oriented Learning : Students completed an external certification program to strengthen their domain knowledge and employability skills. |
To provide additional industry-relevant knowledge beyond the regular curriculum. |
Students enrolled in an online certification course, completed learning modules, participated in assessments, and earned certificates upon successful completion. |
Students found the course useful for improving practical skills and career readiness. |
The activity enhanced students’ technical competence and confidence in applying concepts. |
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NA |
| 423 |
Sona Maria Sebastian |
Innovate assessment method |
Integrating Concepts through Collaborative Academic Activities : Students completed a single assignment that combined learning outcomes from multiple topics. |
To promote integrated learning and improve analytical thinking across related concepts. |
Students completed a combined assignment covering C programming concepts such as data types, control structures, arrays, functions, pointers, and file handling through problem-solving tasks. |
Students appreciated the opportunity to connect and apply concepts in a unified task. |
The activity improved conceptual understanding and reduced repetitive assessment work. |
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NA |
| 424 |
Sona Maria Sebastian |
Innovate assessment method |
Application-Oriented Problem Solving through Programming Practice : Students developed a small-scale C programming project to solve a real-world problem. |
To strengthen programming skills through practical application and project-based learning. |
Students designed and developed a small-scale C programming project by analyzing a problem, coding a solution, testing the program, and presenting the results. |
Students reported that the activity improved their coding and problem-solving abilities. |
The project enhanced hands-on programming experience and logical thinking skills. |
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NA |
| 425 |
Sona Maria Sebastian |
Innovate assessment method |
Industry-Relevant Skill Enhancement through Practical Learning : Students completed an external certification program related to Object-Oriented Programming and Java technologies. |
To enhance students’ knowledge of Java programming and industry-relevant software development practices. |
Students enrolled in an online certification course, completed learning modules, participated in assessments, and earned certificates upon successful completion. |
Students found the certification helpful in improving their Java programming and career-oriented skills. |
The activity strengthened students’ technical expertise and confidence in Java application development. |
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NA |
| 426 |
Sona Maria Sebastian |
Innovate assessment method |
Experiential Learning through Java Application Development : Students developed a mini Java application applying Object-Oriented Programming principles to solve a real-world problem.
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To develop practical programming, design, and problem-solving skills using Java. |
Students identified a problem, designed the application using OOP concepts, implemented the solution in Java, and demonstrated the working model. |
Students reported improved understanding of OOP concepts through hands-on project development. |
The activity enhanced coding proficiency, creativity, and application-oriented learning in Java. |
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NA |
| 427 |
Anu Rose Joy |
Innovate assessment method |
Wayground (formerly Quizizz) : 10-question MCQ set, university/engineering level, authored by faculty member Nupa Babu and run live on the classroom’s interactive panel.
Conducted for B.Tech CSE students taking the Cloud Computing course, on/around 5 August 2025.
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To assess students’ grasp of core cloud computing concepts — ISP tiers, web protocols, virtualization, multitenancy, automation, REST and SOA mechanisms — in an engaging format. To increase classroom participation through gamified, competitive learning. To give the instructor immediate, actionable feedback on conceptual gaps. |
Students join the live quiz on Wayground from their own devices. Ten timed (10-second) multiple-choice questions are answered in real time and auto-scored. A live leaderboard is projected on the classroom display after each round, ranking participants and fostering friendly competition. |
Instant, automated feedback — correct/incorrect responses, scores and rankings — is shown to the whole class immediately. The live, podium-style leaderboard (see evidence below) generated visible enthusiasm and active engagement among students. |
Reinforced key cloud computing concepts through active recall rather than passive listening. Auto-generated performance data helped the instructor quickly spot topics needing reinforcement. Improved attentiveness and participation compared to a conventional lecture-based review session. |
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| 428 |
Amal K Jose |
Innovative Pedagogical initiatives |
Industry-Integrated Certification Program : Students were encouraged to complete the Infosys Springboard Certification – TechA: Developing Serverless Applications in AWS to gain practical exposure to cloud-native application development and serverless computing. As a prerequisite, students successfully completed the mandatory foundation courses: Hands-on Serverless Architecture with AWS Lambda, Design Serverless Architecture with AWS and AWS Lambda, and Serverless Architecture with AWS. This initiative enhanced students' cloud computing skills, industry readiness, and hands-on learning beyond the regular curriculum. |
To provide students with practical knowledge of serverless computing and cloud-native application development using AWS and enhance the industry readiness through an industry-recognized certification program and hands-on learning. |
Self-paced learning, hands-on labs, assessments, and certification activities were integrated into the learning process. |
Students found the certification program informative and industry-relevant, helping them understand modern cloud technologies and gain practical exposure to AWS serverless services. |
The initiative improved students' understanding of cloud computing concepts, serverless architecture, and application deployment, while strengthening their technical competencies and employability skills. |
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| 429 |
Amal K Jose |
Innovative Pedagogical initiatives |
Cloudia - Hands-on exploration master the cloud : Cloudia – Hands-on Exploration: Master the Cloud is an in-class workshop that provides practical experience in cloud computing, covering IaaS, cloud deployment, domain and SSL configuration, auto-scaling, versioning, logging, and monitoring. |
To equip students with hands-on skills in deploying, managing, securing, and monitoring cloud-based applications using modern cloud infrastructure and services. |
The workshop employed live demonstrations, guided hands-on exercises, and real-time cloud deployment activities to facilitate experiential learning. |
Students found the workshop highly engaging and beneficial for understanding cloud technologies through practical implementation and real-world use cases. |
The initiative significantly improved students' practical knowledge of cloud infrastructure, deployment workflows, and cloud application management practices. |
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| 430 |
Amal K Jose |
Innovate assessment method |
Cloud Deployment Bootcamp : A 3-day hands-on online bootcamp focused on designing and deploying cloud-native systems, covering web development, cloud infrastructure, instance management, storage, databases, serverless computing, domain/DNS configuration, and SSL setup. |
To provide students with practical exposure to cloud-native application development and deployment while strengthening their understanding of cloud computing concepts and infrastructure services. |
The bootcamp utilized expert-led sessions, live demonstrations, hands-on cloud deployment activities, and guided exercises, with certification awarded upon successful participation. |
Students appreciated the comprehensive hands-on learning experience, which helped them gain confidence in developing and deploying applications on cloud platforms. |
The bootcamp enhanced students’ technical competencies in cloud computing and web technologies, improving their readiness for industry-oriented cloud deployment and management tasks. |
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| 431 |
Bibin Varghese |
Innovative Pedagogical initiatives |
S4 CSE C - Oracle Academy Course : Oracle Academy Course on Database Programming with SQL: As part of the DBMS Lab course (24CSL202), S4 CSE C students were enrolled in the Oracle Academy Database Programming with SQL course under an Industry–Academia Integrated Learning initiative. Students completed online modules, SQL exercises, and assignments, and those scoring 60% or above in the Oracle final examination received 10 marks as part of the course assessment. |
To enhance students' practical SQL and database programming skills through industry-recognized training and hands-on learning using the Oracle Academy platform. |
Students were enrolled in the Oracle Academy Database Programming with SQL course, where they completed online modules, hands-on SQL exercises, assignments, and the final examination. Students who secured 60% or above in the final examination were awarded 10 marks as part of the DBMS Lab course assessment. |
Good |
Good |
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| 432 |
Bibin Varghese |
Innovate assessment method |
S4 CSE C - Project : DBMS Microproject: Students developed a DBMS-based microproject to solve a real-world problem. Evaluation was based on the project abstract and demonstration video, focusing on the problem definition, frontend and backend implementation, presentation quality, and the successful execution of CRUD (Create, Read, Update, Delete) operations. |
To enable students to apply DBMS concepts by developing and demonstrating a real-world database application with effective CRUD operations. |
Students identified a real-world problem, designed a suitable database solution, and developed a DBMS-based application with frontend and backend integration. The completed project was documented through an abstract and demonstrated using a video, showcasing the implementation of CRUD (Create, Read, Update, Delete) operations. Evaluation was based on the project quality, implementation, and presentation. |
Good |
Good |
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| 433 |
Bibin Varghese |
Innovate assessment method |
S4 CSE C - NPTEL : Assessment through 8-Week NPTEL DBMS Course: Students enrolled in the 8-week NPTEL Database Management System course, completed the learning modules and assignments, registered for the certification examination, and attempted to qualify. Assessment was based on course participation, assignment completion, examination registration, and successful course completion. |
To strengthen students' understanding of Database Management Systems through an industry-recognized NPTEL certification course and promote self-paced learning. |
Students were encouraged to enroll in the 8-week NPTEL Database Management System course, complete the online modules and assignments, register for the certification examination, and attempt the final exam. Performance was assessed based on course participation, assignment completion, examination registration, and successful course completion. |
Good |
Good |
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| 434 |
Dr. Divya Mol K T |
Innovate assessment method |
Interdisciplinary Project-Based and Experiential Learning : An innovative interdisciplinary methodology was implemented by integrating Statistical Applications (24INMCAT204) and Statistical Lab through a real-world data analytics project. Students designed surveys, collected data, performed statistical analyses, and implemented the results using statistical software tools. The activity combined theoretical concepts with hands-on laboratory practice, promoting experiential and project-based learning. This approach enhanced students' analytical, computational, problem-solving, and data-driven decision-making skills. |
To bridge statistical theory and lab practice through real-world data analysis, fostering analytical thinking and data-driven decision-making skills. |
Students collected real-world data through surveys, analyzed it using statistical techniques, implemented the analysis using software tools, and presented their findings through reports, visualizations, and presentations. |
Good |
Experiential Learning. |
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| 435 |
Dr. Divya Mol K T |
Innovate assessment method |
Integrated Research Project: Statistical Applications, Statistical Laboratory, and Research Paper : A combined assignment integrated S4 Statistical Applications, supported by the Statistical Laboratory, with the S8 Research Paper activity. Students collected real-world data, performed statistical analysis using software tools, interpreted the results, and presented their findings in the form of a research paper, thereby enhancing their analytical, research, and scientific communication skills. |
To apply statistical techniques to real-world data and develop research skills through data analysis and scientific report writing. Also, To bridge statistical learning and research methodology by enabling students to conduct data-driven investigations and communicate findings effectively. |
Research-Based Learning. |
Positive Engagement |
Enhanced Research and Analytical Skills. |
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| 436 |
Dr. Careena P |
Innovate assessment method |
mini project beyond the syllabus (S2 ECE A) : As an innovative teaching method, students were assigned a mini project to design and implement a real-world digital system, such as a smart security lock, automatic room lighting controller or digital voting machine, using logic gates and combinational/sequential circuits. This activity enhanced problem-solving skills, creativity and practical understanding of digital logic concepts beyond the prescribed syllabus. |
To enhance students' practical understanding of logic circuit design through hands-on application and innovative problem-solving. |
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Students responded positively to the mini project activity, stating that it improved their understanding of logic circuit concepts, enhanced their design skills and provided valuable hands-on learning experience beyond the syllabus. |
The mini project significantly improved students' conceptual understanding, analytical thinking and practical implementation skills in logic circuit design, while increasing their engagement and interest in applying theoretical knowledge to real-world problems. |
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| 437 |
Dr. Careena P |
Innovative Pedagogical initiatives |
MATLAB Applications in Information Theory and Coding : As an innovative teaching method, students (S6 ECE B) are introduced to MATLAB for simulating concepts of Information Theory and Coding. The activity enables students to visualize entropy, source coding, channel coding and error detection/correction techniques through practical implementation, thereby bridging theoretical concepts with real-world communication system applications. |
To provide an experience in analyzing and simulating information theory and coding techniques using MATLAB. |
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Students found the MATLAB-based activity engaging and useful for understanding abstract theoretical concepts through visualization and simulation, thereby improving their programming and analytical skills. |
The activity enhanced students' comprehension of information theory and coding principles, strengthened their computational skills and encouraged self-learning beyond the prescribed syllabus. |
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| 438 |
Dr. Joby George |
Innovative Pedagogical initiatives |
Building Equipments Engineering (S7 2022-26, MET463-Operations Management) : The Department of Mechanical Engineering, in association with the Internal Quality Assurance Cell (IQAC), organized a technical session on the topic “Building Equipments Engineering – Career Journey: Mechanical Engineering in Hospitality Industry” on 04 August 2025 at CC 407. The session was led by Mr. Jomy Mathew, Director of Engineering and Loss Prevention at Seattle Marriott Bellevue, USA. He shared his professional journey and highlighted the vital role of mechanical engineers in the hospitality sector, particularly in areas such as facility operations, energy management, and safety systems. The session provided students with valuable exposure to international engineering practices and operational strategies in the service industry. |
To expose students to career opportunities for mechanical engineers in the hospitality industry and familiarize them with facility management, energy management, and safety systems. |
Expert talk by an international industry professional, supplemented with real-world case studies and interactive discussions on engineering operations in the hospitality sector. |
Students appreciated the industry insights, international exposure, and understanding of diverse career opportunities available for mechanical engineers. |
Students gained awareness of the role of mechanical engineering in hospitality operations and learned about international practices in facility management and loss prevention. |
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| 439 |
Praseeda B Nair |
Innovate assessment method |
Simulation based learning : A simulation-based teaching and assessment activity was conducted for the Digital Logic course. Students designed and implemented different circuit using a digital logic simulation tool such as Logisim. They verified the truth table, tested different input combinations, analyzed the Sum and Carry outputs, and submitted a report with circuit screenshots and observations. This activity strengthened students' understanding of logic circuits through hands-on learning. |
Improve practical knowledge of digital logic design. |
Brief explanation,Demonstration,Verification of all input combinations through simulation.Assessment based on design correctness, simulation, optimization, report quality, and viva. |
Students found the simulation activity interactive and easy to understand. |
Students gained practical exposure to digital circuit simulation tools, improving conceptual understanding and engagement. |
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| 440 |
Dr. Bijimol T K |
Innovate assessment method |
Integrated Choice-Based Project Learning (ICBPL) : iPBL emphasises the structural integration of two courses into one project deliverable. Students apply the knowledge gained in the Data Science & Machine Learning course directly to their mini project, so a single piece of work satisfies the learning outcomes of both. This avoids siloed assessment, mirrors real-world workflows where techniques serve a larger goal, and lets students see the end-to-end arc from concept to working application. The emphasis is on the connection between courses and the authenticity of a complete project. |
The primary objective of this strategy is to enable student autonomy by allowing each learner to individually select six methods from their chosen mini-project domain, thereby fostering self-directed learning and ownership. It seeks to integrate theory with practice by linking the Data Science and Machine Learning course directly to the Mini Project, so that concepts are immediately applied to a real problem. |
• Students individually select any 6 areas/methods from their mini-project domain (learner autonomy / self-directed learning). • The same work counts across two courses — "Data Science & Machine Learning" and "Mini Project" — so it's a linked, credit-shared deliverable rather than two separate assignments. • The 6 chosen methods are implemented into a real mini project (authentic, experiential, project-based learning). • Evaluating the 6 topics and awarding marks — makes it outcome-based and rubric-assessed, aligning it with OBE / NEP 2020. |
Good |
By evaluating and documenting the contribution of each method, students sharpen their critical thinking and integration skills, while the assessed deliverable reflects strengthened self-directed learning, problem-solving ability, and industry readiness. Overall, the strategy ensures that learning is measurable, application-oriented, and aligned with OBE and NEP 2020 outcomes. |
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| 441 |
Lis Jose |
Innovate assessment method |
Design and Demonstrate Network Communication Using Multiple Protocols. : This innovative assessment activity was designed to help students gain practical knowledge of network communication by implementing and demonstrating communication using multiple networking protocols. Students worked individually or in teams to design network applications utilizing protocols such as TCP, UDP, HTTP, FTP, and SMTP. The activity encouraged hands-on learning, problem-solving, protocol analysis, and real-world application development. |
To provide practical exposure to various network communication protocols. |
Demonstration sessions where students presented their projects and explained protocol operations. |
Good |
Students demonstrated a deeper understanding of network communication and protocol behavior. |
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| 442 |
Dr. Juby Mathew |
Innovative Pedagogical initiatives |
Innovative Web design : The Foundation of Web Design Lab assessment successfully enabled students to apply fundamental web development concepts through individual mini-projects. A total of 67 students completed 67 projects, with 64 live project deployments and 2 GitHub repositories, demonstrating strong student participation and practical implementation skills. The projects covered diverse domains such as healthcare, education, environment, productivity, inventory management, attendance tracking, and community service applications. The assessment encouraged creativity, problem-solving, user interface design, and hands-on experience in developing and deploying web applications. Overall, the lab outcomes indicate effective attainment of course objectives and enhanced student competency in web design and development. |
To strengthen students' practical web design and development skills through project-based learning. The activity aimed to encourage creativity, problem-solving, and the application of HTML, CSS, JavaScript, and deployment techniques in developing real-world web applications. |
Each student individually designed and developed a mini web application based on a real-world problem or domain of interest. Projects were evaluated based on design, functionality, innovation, documentation, and successful deployment on live platforms or GitHub. |
Very Good |
A total of 67 students successfully completed 67 mini-projects, including 64 live deployments and 2 GitHub-hosted projects, demonstrating excellent practical implementation skills. The activity significantly enhanced students' technical competency, confidence, and ability to develop deployable web applications aligned with course outcomes. |
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| 443 |
Dr. Kumar S N |
Innovate assessment method |
24MNC202-Industrial Safety Engineering-Assesment 1 : Students were assigned to prepare a qualitative research paper on an Industrial Safety topic, analyze recent research literature, and present their findings through a technical PowerPoint presentation at the National Conference on SDG–IKS Synergy for Sustainable Development (NCSISD 2026). The assessment emphasized research aptitude, critical analysis, technical writing, presentation skills, and the application of SDG and Indigenous Knowledge Systems (IKS) concepts in Industrial Safety. |
To develop students' research and technical writing skills in Industrial Safety Engineering. To promote critical analysis of industrial safety issues and recent research. To enhance scientific presentation and communication skills through conference paper presentation. To encourage the integration of Sustainable Development Goals (SDGs) and Indigenous Knowledge Systems (IKS) into engineering research. To improve teamwork, problem-solving, and professional ethics. |
Literature survey using recent research papers. Qualitative research paper preparation. Technical report writing following academic standards. Preparation of PowerPoint presentation. National conference paper presentation and peer interaction. Assessment based on research quality, technical content, innovation, presentation skills, and relevance to SDGs and Industrial Safety. |
Students reported that the activity significantly improved their research, literature review, technical writing, and presentation skills. They appreciated the opportunity to present their work in a national conference, which enhanced their confidence, communication abilities, and understanding of real-world industrial safety challenges. |
The innovative assessment promoted outcome-based learning by integrating research, technical communication, and conference presentation into the evaluation process. Students demonstrated improved analytical thinking, awareness of industrial safety standards, teamwork, and professional competency. The activity also strengthened their readiness for higher studies, research, and industrial careers while fostering sustainable engineering practices aligned with SDGs. |
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| 444 |
Midhun P Mathew |
Innovate assessment method |
S2C Foundation of Web design : Develop a fully functional web application that integrates HTML for content structure, CSS for presentation and responsive design, and JavaScript for interactivity. The project should showcase web design principles, user-friendly interfaces, and dynamic features while adhering to modern web development standards. |
To understand and apply the fundamentals of web design and development using HTML, CSS, and JavaScript. To develop responsive, interactive, and user-friendly web pages that follow modern web design principles. To enhance practical skills in creating structured layouts, styling web content, and implementing client-side functionality. To design and develop a functional web application that addresses a real-world requirement and provides an engaging user experience. |
Requirement Analysis: Identify the purpose, target users, and functional requirements of the website. Planning and Design: Create wireframes, page layouts, navigation structure, and user interface designs. Front-End Development: Develop web pages using HTML for structure, CSS for styling, and JavaScript for interactivity. Responsive Design Implementation: Ensure the website functions effectively across desktops, tablets, and mobile devices. Testing and Debugging: Verify functionality, usability, responsiveness, and browser compatibility while fixing identified issues. Deployment and Maintenance: Publish the website and perform updates or enhancements based on user feedback and requirements. |
Students found the project to be engaging and beneficial for understanding the practical aspects of web development. The hands-on experience helped improve their skills in HTML, CSS, and JavaScript, enhanced their creativity in designing user interfaces, and increased their confidence in developing responsive and interactive web applications. |
The project enables students to gain practical experience in web development by applying HTML, CSS, and JavaScript concepts to create a functional and responsive website. It enhances their problem-solving, design, and programming skills while providing a better understanding of modern web technologies, user interface design, and real-world application development. |
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| 445 |
Ansamol Varghese |
Innovate assessment method |
: Students were divided into groups and assigned emerging data engineering technologies. Each group researched the assigned topic, prepared presentation materials, demonstrated key features, discussed real-world applications, and answered questions from peers and faculty. |
To enhance students' understanding of modern data engineering tools and technologies through collaborative learning, research, presentation, and peer knowledge sharing while developing technical communication and teamwork skills |
Students were divided into groups and assigned different data engineering technologies. Each group conducted independent research, prepared presentations covering architecture, features, use cases, and industry applications, and presented their findings followed by a Q&A session. |
Students found the activity engaging and informative. They appreciated the opportunity to explore industry-relevant tools and reported improved understanding of modern data engineering ecosystems. |
The activity enhanced technical knowledge, collaborative learning, research skills, and communication abilities while increasing awareness of current technologies used in data engineering and big data applications. |
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| 446 |
Dr. Sinciya P O |
Innovate assessment method |
Computer Organization and Architecture - : As part of adopting innovative teaching practices in the course Computer Organization and Architecture (COA), a Group Presentation on Application-Oriented Problem-Solving was conducted. The activity was designed to promote deeper conceptual understanding by encouraging students to apply theoretical knowledge to real-time problems and case-based situations related to computer architecture and system design.
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The key objectives of this teaching method were to: • Foster active and experiential learning among students. • Enhance their ability to apply theoretical knowledge to practical and analytical problems. • Encourage team collaboration and communication skills. • Improve students’ confidence in explaining technical concepts clearly. |
Each group presentation will be evaluated out of 10 marks, based on the following criteria: Subject Knowledge and Clarity (3 marks – Individual): Evaluates the student’s understanding of the topic, clarity in explanation, and relevance of content presented. Delivery and Communication (2 marks – Individual): Teamwork (1 mark – Group): Given based on coordination among group members, equal participation, and overall group effort during the presentation. Questions to Audience (2 marks – Individual): Faculty will randomly ask questions to audience members. Marks will be awarded only if the audience answers the question correctly. Handling Questions (2 marks – Individual): Evaluates how well the student handles questions posed during the presentation |
The activity enhanced students’ ability to approach technical problems systematically and propose appropriate architectural solutions. |
Students gained enhanced conceptual clarity and were able to connect theory with practical implementation. The activity encouraged peer learning and strengthened teamwork. It improved communication, analytical, and presentation skills. The session provided a platform for applied understanding, beyond textbook learning. |
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| 447 |
Rosamma Sebastian |
Innovative Pedagogical initiatives |
Microproject exhibition : Conducted an exhibition based on the microprojects they completed last semester |
To provide students with an opportunity to present their work to a wider audience and enhance students' communication and presentation skills. |
Project-Based Learning and Experimental Learning |
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| 448 |
Dr. Twinkle C M |
Innovate assessment method |
Simulation-Based Finite Element Analysis Assessment for Structural Engineering Concepts : Students were assigned a project to perform Finite Element Analysis (FEA) of a real world structure using Fusion 360. The assessment required students to model the geometry, assign material properties, define boundary conditions, perform meshing, run the simulation, and interpret results including Von Mises stress distribution and total deformation — replacing a conventional written examination with an industry-relevant simulation task. |
To bridge the gap between classroom theory and engineering practice |
Project-based assessment replacing traditional written evaluation |
Students responded positively to the hands-on nature of the assessment |
Students demonstrated understanding of FEA workflow from CAD modeling to result interpretation |
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| 449 |
Dr. Twinkle C M |
Innovate assessment method |
Hand-Drafted Chart Paper Model Assignment for Section of Solids in Engineering Graphics : Students of Engineering Graphics (S2, FT batch) were assigned a hands-on task to manually draw and construct chart paper-based orthographic models depicting the section of solids (cone, prism, etc.) |
To strengthen students' spatial visualization ability for sectioned solids |
Students are required to prepare section view as a solid using the given question |
Students reported that drawing on chart paper helped them visualize the 3D solid more clearly than textbook problems. |
Students demonstrated improved ability to correlate front view, sectioned view, and true shape — a common area of difficulty in Engineering Graphics |
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| 450 |
Anu Abraham Mathew |
Innovative Pedagogical initiatives |
Project Based Learning and Implementation: Solving Real-World Problems Using C Programming : To enhance practical learning in Programming Essentials with C, a case study-based collaborative project was introduced. Students initially developed individual programming modules based on course concepts. These modules were later integrated within project teams to create complete software applications based on real-world scenarios. The activity promoted independent learning, teamwork,
technical communication, and practical application of programming concepts. |
• Strengthen programming fundamentals through practical implementation. • Encourage independent learning and problem solving. • Develop teamwork through collaborative project development. • Improve technical documentation and presentation skills. • Expose students to module integration in software development. |
Phase I – Individual Module Development; Phase II – Team Formation and Module Review; Phase III – Project Integration and Final Evaluation |
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| 451 |
Dr. Gee Varghese Titus |
Innovate assessment method |
Hands-on Cryptography : Practical hands-on on Cryptographical Concepts |
To understand the concepts better |
Using simulation tools to construct and implement the algorithm |
Good |
Good |
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| 452 |
Dr. Kumar S N |
Innovate assessment method |
EEEt 312- Biomedical Instrumentation : Mini Project |
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| 453 |
Dr. Kumar S N |
Innovate assessment method |
EET 312-Biomedical Instrumentation- Foot Reflexology System : |
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| 454 |
Thomas Varghese |
Innovate assessment method |
Library-Based Resource Exploration — Object Oriented Programming using Java : As part of an innovative first-hour session, students of B.Tech. CSE (Artificial Intelligence), Semester 3, visited the college library to identify and evaluate textbooks aligned with the course syllabus of 25CTT203. Following a 30-minute syllabus overview in the classroom, students independently explored the Java and OOP section of the library, selected suitable reference books, and documented their choices using a structured Book Evaluation Worksheet — fostering self-directed learning and resource awareness from Day 1 of the course. |
The session aimed to familiarise students with the 25CTT203 syllabus from Day 1, encourage self-directed learning through independent textbook identification and evaluation, improve awareness of available library resources, and generate indirect CO attainment evidence aligned with NBA Criterion 3 — all within a single innovative first-hour activity. |
Students were first given a 30-minute structured syllabus walkthrough in the classroom, covering all units, course outcomes, and Bloom's taxonomy levels of 25CTT203. They were then directed to the college library for 50 minutes, where they independently browsed the Java and OOP section, selected suitable reference books, and documented their findings using a pre-distributed Book Evaluation Worksheet covering title, author, edition, units covered, strengths, limitations, and intended use for the semester. |
To introduce students to the course syllabus of 25CTT203 holistically before the first lecture, enabling early cognitive mapping of the subject. To develop self-directed learning habits by encouraging students to independently identify and evaluate relevant academic resources. To familiarise students with the college library's Java and OOP collection and cultivate regular library usage throughout the semester. To strengthen resource evaluation skills — enabling students to assess a textbook's relevance, clarity, and alignment with course outcomes. To bridge the gap between syllabus content and available learning resources, supporting better academic preparation from Day 1. |
The Library-Based Resource Exploration session effectively engaged all students from the very first hour of 25CTT203. Students independently identified and evaluated relevant Java and OOP textbooks, demonstrating strong self-directed learning behaviour. Completed Book Evaluation Worksheets provided valuable indirect assessment data, while faculty observation confirmed improved resource awareness and early syllabus comprehension across the class. |
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| 455 |
Treesa Joselin |
Innovate assessment method |
quiz : quiz |
helps engineering students reinforce conceptual understanding, assess their learning progress, improve problem-solving skills, and prepare effectively for academic and professional challenges. |
quiz |
good |
good |
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| 456 |
Treesa Joselin |
Innovate assessment method |
Video analysis : Video analysis |
helps engineering students enhance conceptual understanding, develop critical thinking, connect theoretical knowledge with real-world applications, and improve analytical and observation skills. |
analysis |
good |
good |
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| 457 |
Treesa Joselin |
Innovate assessment method |
PPT : enhances engineering students' conceptual understanding, critical thinking, and ability to apply theoretical knowledge to real-world situations. |
enhances engineering students' conceptual understanding, critical thinking, and ability to apply theoretical knowledge to real-world situations. |
PPT |
good |
good |
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| 458 |
Treesa Joselin |
Innovate assessment method |
Report writing : to enhance engineering students' conceptual understanding by connecting theoretical concepts with real-world applications |
to enhance engineering students' conceptual understanding by connecting theoretical concepts with real-world applications |
report writing |
good |
good |
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| 459 |
Akshitha Saji |
Innovative Pedagogical initiatives |
Panel Discussion as an Experiential Learning Strategy in Technical Communication Lab : Collaborative Learning through Panel Discussion |
Collaborative Learning through Panel Discussion |
Innovative pedagogical initiatives |
Good |
Excellent |
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| 460 |
Akshitha Saji |
Innovative Pedagogical initiatives |
Mock Interview as a Skill-Based Experiential Learning Strategy : The mock interview activity was designed to:
1. Enhance students' spoken English proficiency.
2. Develop professional communication and interpersonal skills.
3. Improve confidence in facing placement and higher education interviews.
4. Strengthen verbal and non-verbal communication skills.
5. Familiarize students with professional interview etiquette and workplace expectations.
6. Develop critical listening and spontaneous response skills |
Experiential Learning through Mock Interviews |
Innovative pedagogical initiatives |
Good |
Good |
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| 461 |
Akshitha Saji |
Innovative Pedagogical initiatives |
Group Discussion as an Interactive Learning Strategy for Communication and Soft Skills Development : The group discussion activity was introduced to:
1. Enhance students' speaking and communication skills.
2. Develop critical thinking and analytical abilities.
3. Improve teamwork and collaborative learning skills.
4. Encourage active listening and respectful exchange of ideas.
5. Build confidence in expressing opinions in professional settings.
6. Prepare students for placement processes and competitive examinations. |
Collaborative and Experiential Learning through Group Discussion |
Innovative pedagogical initiatives |
Good |
Good |
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| 462 |
Dr. Syamkumar K |
Innovative Pedagogical initiatives |
Steel Journey: Gamified Snake and Ladder Activity for Heat Treatment : A game-based learning activity was conducted using a customized Snake and Ladder board to teach the Fe–C phase diagram, phase transformations, and heat treatment processes. Students answered concept-based questions while progressing through the board, making learning interactive and engaging. |
Improve understanding of Fe–C phase transformations. Reinforce heat treatment concepts. Promote teamwork and active participation. Enhance problem-solving and conceptual learning. |
Gamified Learning, Active Learning, Team-Based Learning, Question-Based Discussion, Formative Assessment. |
Students found the activity interesting, interactive, and helpful in understanding complex concepts. The game encouraged teamwork and improved participation. |
The activity improved student engagement, concept retention, and collaborative learning. Students demonstrated better understanding of phase transformations and heat treatment processes through active participation. |
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| 463 |
Mini Joswin |
Innovative Pedagogical initiatives |
INTRODUCTION TO PYTHON A Student-Led Innovative Pedagogy Seminar : Introduction to Python was conducted using the Flipped Classroom pedagogy, where students learned fundamental concepts through pre-class resources and reinforced their understanding through interactive discussions, live coding, and collaborative problem-solving during the classroom session.
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To encourage collaborative learning and peer mentoring by organizing a student-led initiative where participants taught the fundamentals of Python programming to their classmates, fostering both teaching and technical skills. |
Flipped Classroom pedagogy |
Students appreciated the flipped classroom approach, stating that the pre-class learning materials helped them understand the basics of Python at their own pace. They found the in-class discussions and coding activities engaging, interactive, and effective in improving their confidence and problem-solving skills. |
The flipped classroom approach improved student engagement, encouraged active participation, and strengthened conceptual understanding of Python fundamentals. Students demonstrated better preparedness for classroom activities, enhanced problem-solving abilities, and increased confidence in applying programming concepts through hands-on practice. |
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| 464 |
Dr. Margret Sherin Joseph |
Innovative Pedagogical initiatives |
Practice of peer learning : Help academically weak students or those with backlogs clear their pending courses through structured peer support by utilizing the academic strength of bright students constructively. |
Help academically weak students or those with backlogs clear their pending courses through structured peer support by utilizing the academic strength of bright students constructively. |
Identification of students by class teacher &HoD based on result analysis:Each bright student assigned 2–5 backlog students, subject-wise matching:Peer learning sessions conducted in the class room under the supervision of class teacher or mentor: |
Students having back log reported that it was easier to ask "silly doubts" to a peer than to a faculty member.Mentor students reported that teaching helped strengthen their own conceptual clarity |
Improved pass percentage in backlog/supplementary examinations compared to previous batches without peer learning support. |
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| 465 |
Jency Sara Kurian |
Innovative Pedagogical initiatives |
Virtual lab session on Material Testing : Virtual lab session on checking the quality of the given material, especially MS Rod.
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Students will be able to assess the mechanical and physical properties of mild steel (MS) rods through virtual testing procedures. They will gain practical understanding of material quality evaluation parameters such as tensile strength, ductility, and hardness. |
Virtual lab session |
Excellent |
The virtual lab session enabled students to develop a practical understanding of material testing by virtually evaluating the quality of mild steel (MS) rods. Through the simulation-based activities, students learned to assess key mechanical properties such as tensile strength, ductility, and hardness, thereby strengthening their understanding of material behavior and quality evaluation techniques. The session effectively bridged theoretical concepts with practical applications, enhancing students' analytical skills and confidence in engineering material testing. |
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| 466 |
Linu Tess Antony |
Innovative Pedagogical initiatives |
Bridge Course : |
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| 467 |
Dr. Paulin Paul |
Innovate assessment method |
VB.NET Windows Application with MDI & ADO.NET : Project-Based Implementation and Learning: Students are required to propose a Topic of Choice in the sheet shared above, to design, and develop an individual project of your choice that includes :
• VB.NET
• Windows Forms Application
• MDI (Multiple Document Interface)
• SQL Server / LocalDB
• ADO.NET (Connected Architecture)
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Enable to conceive the project plan, design, and develop, implement and present individual project of your choice that includes : • VB.NET • Windows Forms Application • MDI (Multiple Document Interface) • SQL Server / LocalDB • ADO.NET (Connected Architecture) |
Project-Based Learning (PBL), Outcome-Based Education (OBE), Experiential Learning, Demonstration Method, Hands-on Laboratory Sessions, Problem-Based Learning, Continuous Assessment through Project Milestones, Peer Learning, Individual Mentoring, and Presentation-based Evaluation. |
Students responded positively to the project-based assessment approach. They appreciated the opportunity to select application domains of their interest and develop a complete Windows application. The methodology improved their understanding of VB.NET, Windows Forms, ADO.NET connectivity, database operations, debugging techniques, and user interface design. Students reported increased confidence in developing real-world desktop applications. |
The innovative assessment method enhanced students' practical programming skills, logical thinking, and software design capabilities. Students successfully designed and implemented functional database-driven Windows applications using MDI and ADO.NET. The activity promoted self-learning, creativity, problem-solving, documentation skills, and presentation abilities while achieving the intended Course Outcomes and Program Outcomes. Overall student engagement, project quality, and academic performance showed significant improvement. |
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| 468 |
Dr. Paulin Paul |
Innovate assessment method |
Design and Analyze the Marketing Mix (4Ps) of Your College Using HTML : As an innovative assessment activity, students were assigned a project to design and implement a responsive HTML webpage (single-page or multi-page website) presenting a detailed case study on the Marketing Mix (4Ps) of their college. The project required students to analyze the Product, Price, Place, and Promotion strategies adopted by the institution and present their findings through a professionally structured website. Students incorporated semantic HTML, navigation menus, multimedia elements, hyperlinks, tables, and optional CSS styling, thereby integrating theoretical marketing concepts with practical web development skills. |
Develop students' understanding of the Marketing Mix (4Ps) through a real-world case study. Enable students to apply digital marketing concepts in analyzing institutional marketing strategies. Strengthen practical skills in HTML5 and basic CSS through website development. Enhance analytical, creative, and communication skills by presenting marketing insights in a web-based format. Encourage independent learning, critical thinking, and effective presentation of information using modern web technologies. |
Project-Based Learning (PBL), Hands-on Learning, Case Study-Based Learning, Experiential Learning, Outcome-Based Education (OBE), Web Design and Development, Self-Directed Learning, Continuous Assessment, and Presentation-Based Evaluation. |
Students appreciated the opportunity to combine marketing analysis with website development. The project helped them understand the practical application of the 4Ps of marketing while improving their HTML and web design skills. Students found the activity engaging, interactive, and beneficial for enhancing creativity, analytical thinking, and digital content presentation. |
The project significantly improved students' ability to analyze marketing strategies and present their findings through professional web pages. Students demonstrated proficiency in HTML5, semantic web design, navigation, multimedia integration, and structured content presentation. The activity enhanced digital marketing knowledge, technical competency, creativity, and problem-solving skills while effectively achieving the intended course outcomes. |
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| 469 |
Dr. Paulin Paul |
Innovate assessment method |
Certification on .NET FRAMEWORK and DEVELOPMENT TECHNOLOGY : As an innovative assessment practice, students were encouraged to complete the "Introduction to ASP.Net" online certification course offered through Simplilearn. The certification supplemented classroom instruction by providing self-paced learning, hands-on exposure to ASP.NET concepts, and practical web application development skills. Students were assessed based on successful course completion, quizzes, practical exercises, and certification, thereby integrating industry-recognized learning with academic evaluation. |
Enhance students' knowledge of ASP.NET and .NET development technologies. Bridge the gap between academic curriculum and industry expectations. Promote self-directed and lifelong learning through online certification. Strengthen practical web application development skills. Improve students' employability and industry readiness. |
Industry Certification-Based Assessment, Blended Learning, Self-Paced Online Learning, Experiential Learning, Outcome-Based Education (OBE), Practical Assignments, Continuous Assessment, and Hands-on Web Application Development. |
Students appreciated the opportunity to pursue an industry-recognized certification alongside the curriculum. The self-paced learning environment, practical demonstrations, and assessment activities enhanced their understanding of ASP.NET concepts. The certification increased their confidence in web application development and motivated them to pursue additional professional certifications. |
The certification-based assessment significantly improved students' practical knowledge of ASP.NET and modern web development practices. Students demonstrated better programming skills, increased confidence in developing web applications, and greater awareness of industry standards. The initiative fostered independent learning, improved technical competency, and enhanced placement preparedness through exposure to an internationally recognized certification platform. |
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| 470 |
Anjumol Zachariah |
Innovate assessment method |
Research Paper Analysis and Presentation : As part of the continuous assessment for 24ADT206 – Machine Learning, students are instructed to independently search for and select a recent research paper that incorporates one or more machine learning algorithms. Each student (or team) is allotted a presentation slot to explain the problem addressed, the machine learning techniques used, the methodology, the results, and the key findings of the paper. This activity is evaluated as an assignment and encourages students to explore current research trends, strengthen their analytical and presentation skills, develop the ability to critically review research literature, and bridge the gap between theoretical concepts and real-world applications. |
To promote self-directed learning by encouraging students to explore recent research in Machine Learning, critically analyze the algorithms used, and effectively communicate their findings through technical presentations. |
Students independently selected a recent Machine Learning research paper, analyzed its algorithms and methodology, and presented their findings. The presentation was evaluated as an assignment. |
Students responded positively to the activity. They reported that it improved their presentation skills, helped them overcome stage fear, and enhanced their ability to identify and select relevant research papers, which will be beneficial for their future academic projects. |
The activity enhanced students' understanding of current Machine Learning research, improved their analytical and presentation skills, and increased their confidence in reviewing and presenting technical literature. |
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| 471 |
Dr. Paulin Paul |
Innovate assessment method |
Hands-On Learning/Micro Project : As an innovative hands-on learning activity, students were assigned a micro project titled "Smart Retail Billing and Employee Incentive Management System". The project required students to design and implement a VB.NET application integrating fundamental programming concepts such as variables, data types, operators, control structures, arrays, procedures, functions, parameter passing techniques, variable scope, access control, and predefined functions. Students developed modules for customer billing, employee incentive calculation, menu-driven operations, input validation, and report generation, thereby reinforcing classroom concepts through experiential learning. |
Strengthen students' understanding of core VB.NET programming concepts. Enable students to apply theoretical concepts to a real-world business problem. Develop logical thinking and problem-solving skills through application development. Promote modular programming using procedures and functions. Enhance coding standards through proper variable scope, access control, and input validation. Encourage independent learning and practical software development skills. |
Hands-on Learning, Micro Project-Based Learning, Experiential Learning, Problem-Based Learning (PBL), Outcome-Based Education (OBE), Individual Project Development, Continuous Assessment, Demonstration-Based Evaluation, and Practical Programming Exercises. |
Students appreciated the opportunity to develop a real-world retail billing application as part of the course. The micro project improved their understanding of VB.NET programming concepts, strengthened their coding and debugging skills, and increased their confidence in applying classroom knowledge to practical software development problems. The activity was found to be engaging, relevant, and beneficial for enhancing problem-solving abilities. |
The micro project significantly improved students' practical programming competence and their ability to integrate multiple programming concepts into a single application. Students successfully implemented customer billing, employee incentive calculation, modular programming, menu-driven interfaces, and input validation techniques. The activity enhanced analytical thinking, software design skills, coding proficiency, and independent learning, while effectively achieving the intended Course Outcomes. |
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| 472 |
Dr. Paulin Paul |
Innovate assessment method |
Design a Multi-Channel Digital Marketing Campaign : As an innovative assessment activity, students were assigned a project to design and develop a comprehensive Multi-Channel Digital Marketing Campaign for a product, service, institution, or brand of their choice. The project required students to define measurable business objectives, select and justify appropriate digital platforms, prepare a structured content plan, design professional digital creatives using Canva, and explain brand consistency and audience targeting strategies. Students integrated Digital Marketing concepts with practical campaign planning, creativity, digital content creation, user-centric design, and strategic communication, thereby applying theoretical knowledge through hands-on implementation of a real-world marketing campaign. |
Enable students to apply Digital Marketing concepts in designing a comprehensive multi-channel marketing campaign. Develop the ability to define measurable business objectives and align marketing strategies accordingly. Strengthen skills in selecting suitable digital platforms based on target audience and campaign goals. Enhance creativity through the design of professional digital marketing creatives using Canva. Improve strategic content planning, brand consistency, audience targeting, and digital communication skills. Encourage experiential learning by integrating theoretical marketing concepts with practical campaign development. |
Project-Based Learning (PBL), Case Study-Based Learning, Experiential Learning, Hands-on Learning, Outcome-Based Education (OBE), Design Thinking, Digital Content Creation, Collaborative Learning, Continuous Assessment, Canva-Based Creative Design, Presentation-Based Evaluation, and Self-Directed Learning. |
Students appreciated the opportunity to develop a real-world digital marketing campaign by integrating marketing strategy with creative design. The activity enhanced their understanding of campaign planning, digital platform selection, content strategy, audience analysis, and brand positioning. Students found the project engaging, industry-oriented, and valuable in improving creativity, communication skills, and confidence in using digital marketing tools such as Canva. |
The project significantly enhanced students' understanding of multi-channel digital marketing strategies and their ability to design practical marketing campaigns for real-world scenarios. Students demonstrated competency in defining business objectives, selecting appropriate digital platforms, preparing structured content plans, creating professional digital creatives, and maintaining brand consistency. The activity fostered creativity, analytical thinking, strategic planning, digital communication, and independent learning while effectively achieving the intended Course Outcomes and improving students' readiness for careers in digital marketing and brand management. |
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| 473 |
Litty Joseph |
Innovate assessment method |
Technical Talk on Wiring - BTECH 2025-2029 Batch : Technical Talk on Wiring - BTECH 2025-2029 Batch by KSEB Engineer |
To introduce students to the fundamentals of residential and industrial electrical wiring. To create awareness about electrical safety practices and wiring standards. To familiarize students with commonly used electrical wiring components and tools. To bridge the gap between theoretical concepts and practical applications in electrical engineering. To motivate students to develop an interest in hands-on electrical installation and maintenance. |
Expert lecture by an industry professional/electrical engineer. |
good impressing |
Students gain a basic understanding of electrical wiring systems and components. |
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| 474 |
Dr. Jaimon Yohannan |
Innovate assessment method |
Innovative Assessment Method (OBE Implementation) : To strictly align with National Board of Accreditation (NBA) guidelines for Outcome-Based Education (OBE), a systematic and structured innovative assessment framework was designed and implemented for 24PHT100: Fundamentals of Engineering Physics for B. Tech students.
Key Framework Pillars:
Theory OBE Question Bank (24PHT100):
Built a comprehensive master question bank mapping every single question directly to its corresponding Course Outcome (CO1–CO5) and Bloom’s Taxonomy Cognitive Level (BT1 to BT6).
Focuses on a balanced mix of Lower-Order Thinking Skills (LOTS: Remembering, Understanding) and Higher-Order Thinking Skills (HOTS: Applying, Analyzing, Evaluating).
Laboratory OBE Question Bank (24PHT100 Laboratory):
Formulated an OBE-aligned practical examination question bank featuring task-based procedural questions, experimental design challenges, and error/data analysis questions tagged with practical COs.
OBE-Based Series Internal Examinations:
Designed Series Internal Test Question Papers directly sourced from the OBE question bank.
Every question explicitly indicates the targeted CO and BT level on the question paper layout, enabling precise direct CO attainment calculation. |
Outcome-Based Standard: Align internal assessment frameworks strictly with National Board of Accreditation (NBA) guidelines and Bloom’s Taxonomy. HOTS Evaluation: Shift student evaluation focus from rote memorization toward Higher-Order Thinking Skills (HOTS: BT3–BT5) in Engineering Physics. Direct CO-PO Mapping: Establish a systematic, data-driven link between internal exam questions, Course Outcomes (CO1–CO5), and Program Outcomes (POs). Lab & Theory Standardization: Standardize laboratory and continuous internal evaluations using objective, CO-linked rubrics. |
OBE Question Bank (Theory): Constructed a comprehensive repository categorizing questions across Modules 1–5, explicitly tagged with COs (CO1–CO5) and Bloom's Taxonomy levels (BT1 to BT5). OBE Question Bank (Laboratory): Formulated task-oriented practical assessment modules for the 24PHT100 Lab focusing on experiment execution, data analysis, and error calculations mapped to practical COs. Series Internal Examinations: Engineered Series Internal Test papers directly sourced from the OBE Question Bank. Every question displays explicit CO and BT markings alongside allotted marks to enable precise CO attainment tracking. |
Clarity of Expectations: Over 88% of students reported improved clarity regarding examination expectations due to explicit CO/BT markings on question papers. Analytical Preparation: Students highlighted that practice with the OBE question bank prepared them significantly better for analytical and application-based university examination questions. Fair Practical Evaluation: Laboratory feedback indicated that rubric-based task assessments provided transparent, structured, and unbiased grading. |
Measurable CO Attainment: Achieved a 12% increase in direct CO attainment scores for 24PHT100 compared to conventional assessment cycles. Diagnostic Learning Tracking: Explicit CO/BT tagging in internal series tests allowed faculty to identify weak performance areas per student cohort (e.g., lower performance in BT4 analytical questions) and deliver targeted remedial sessions. NBA Compliance Readiness: Formed complete, verifiable documentation of innovative assessment implementation suitable for publication on the institutional website and NBA audit verification. |
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| 475 |
Jincy Lukose |
Innovative Pedagogical initiatives |
Project based Learning in Android Programming (Minor) : Project-Based Learning (PBL) was implemented in the Android Programming course to provide students with practical experience in designing and developing Android mobile applications. |
Develop practical Android application development skills. Strengthen programming concepts using Kotlin and Android Studio. |
Project-Based Learning (PBL) Collaborative Team Learning |
Students reported that the project-based approach significantly improved their understanding of Android application development. They appreciated the opportunity to build real-world applications, enhance coding confidence, and learn teamwork. |
Enhanced practical programming and debugging skills. Better understanding of Android application lifecycle and UI development |
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| 476 |
Dr. Paulin Paul |
Innovate assessment method |
Flipped Class/Seminar : A concise description of how the flipped classroom was implemented, including:
Pre-class learning materials (videos, PPTs, articles, etc.)
In-class activities
Student participation
Assessment strategy |
Typically 5–6 measurable objectives aligned with the flipped learning activity. Methodologies A concise list such as: Flipped Classroom Pedagogy Active Learning Student-Centred Learning Collaborative Learning Problem-Based Learning (PBL) Experiential Learning Outcome-Based Education (OBE) Peer Learning Formative Assessment ICT-Enabled Teaching |
Flipped Classroom Pedagogy Active Learning Student-Centred Learning Collaborative Learning Problem-Based Learning (PBL) Experiential Learning Outcome-Based Education (OBE) Peer Learning Formative Assessment ICT-Enabled Teaching |
A professionally written summary of students' perceptions of the flipped session. |
A concise evaluation covering: Improvement in conceptual understanding Higher classroom engagement Better problem-solving ability Increased confidence and collaboration Achievement of Course Outcomes (COs) |
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| 477 |
Dhanya Krishnan |
Innovative Pedagogical initiatives |
Innovative Teaching : Used PowerPoint presentations, animations, real-life case studies, and video demonstrations to explain complex engineering concepts. |
Improved conceptual understanding and classroom engagement |
Innovative Teaching |
Students reported that real-world examples and application-based learning made the subject more interesting and easier to understand. |
These methods improved conceptual understanding, classroom engagement, and critical thinking. |
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| 478 |
Dhanya Krishnan |
Innovate assessment method |
Innovative assessment : Real-Time Engineering Observation |
Students identify Engineering Mechanics concepts from their surroundings |
Innovative assessment |
Students expressed satisfaction with assessments which supported self-learning |
Improved practical understanding and application skills. |
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| 479 |
Dr. Joby George |
Innovative Pedagogical initiatives |
Onine course materials developed for 23MEL322 (Computer Aided Design & Analysis) Lab : Developing course materials and making them available online or through blogs |
o develop comprehensive online course materials for 23MEL322 (Computer Aided Design & Analysis Lab) and provide students with easy, anytime access to learning resources through online platforms or blogs. |
Prepared structured digital learning materials, including lab instructions, tutorials, reference notes, and practice resources, and published them on online platforms/blogs for continuous student access. |
Students appreciated the availability of well-organized online resources, which enhanced their understanding and supported self-paced learning beyond the laboratory sessions. |
The initiative improved students' preparedness, independent learning, and practical proficiency in CAD and analysis tools while promoting continuous access to course content. |
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| 480 |
Dr. Femy M Makkar |
Innovative Pedagogical initiatives |
Hands-on Training Session on Determination of Index Properties of Soil : Conducted a hands-on training session on the determination of index properties of soil (e.g., liquid limit, plastic limit, specific gravity) as an innovative pedagogical initiative, enabling students to directly perform and interpret standard geotechnical laboratory tests, thereby strengthening the connection between theoretical soil mechanics concepts and practical determination methods. |
To move students beyond theoretical understanding of index properties toward direct, hands-on laboratory experience. To strengthen students' ability to perform standard geotechnical tests (liquid limit, plastic limit, specific gravity, etc.) independently and accurately. |
Students were guided through a structured hands-on session covering determination of key index properties of soil, including liquid limit (Casagrande/cone penetrometer method), plastic limit, and specific gravity. Each student/group performed the tests directly under faculty supervision, following standard procedures (as per IS codes). Faculty demonstrated correct technique, common errors, and interpretation of results before students carried out the tests independently. A brief discussion followed, connecting the practical results to theoretical concepts covered in lectures. |
Students responded positively to the hands-on session, finding it far more effective than lecture-based teaching in understanding how index properties are actually determined in the laboratory. |
Students demonstrated improved practical competency in conducting standard soil index property tests, beyond passive classroom learning. Enhanced understanding of how index properties translate into engineering classification and design decisions. Improved laboratory skills and confidence in independently performing geotechnical tests. |
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| 481 |
Dr. Kumar S N |
Innovative Pedagogical initiatives |
24MNC202-Industrial Safety Engineering-Assesment 1 : OSHA 10 Hour Course-General -Industry Safety and Health- Online Course |
To evaluate students' understanding of fundamental industrial safety and occupational health concepts through an internationally recognized certification course. To enhance awareness of workplace hazard identification, risk assessment, and accident prevention techniques. To encourage self-paced learning and application of global safety standards in industrial environments. |
Assignment based on completion of the OSHA 10-Hour General Industry Safety and Health Online Course. Self-paced online learning through interactive video modules. Module-wise quizzes and knowledge assessments. Submission of OSHA completion certificate and reflective report. Evaluation based on course completion, quiz performance, and understanding of industrial safety practices. |
Students expressed that the OSHA certification course was highly informative and practical. The online modules, case studies, and quizzes enhanced their understanding of workplace safety standards, hazard prevention, and emergency response procedures. Most students appreciated obtaining an internationally recognized certification that improves their employability. |
The assessment significantly improved students' knowledge of industrial safety regulations, hazard identification, risk management, and occupational health practices. Students demonstrated increased awareness of safe work practices and regulatory compliance. The activity also strengthened their professional competency and readiness for industrial internships and employment. |
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| 482 |
Dr. Kumar S N |
Innovate assessment method |
24EET205 – Electromagnetic Theory – Assignment 2 (IKS-Based Research Assignment) : Students were assigned an Indigenous Knowledge Systems (IKS)-based research assignment that explored the relationship between Electromagnetic Theory and traditional knowledge. Each student selected a unique topic such as indigenous architecture, navigation, agriculture, environmental monitoring, and sustainability, conducted a literature review, and prepared a technical report integrating modern electromagnetic concepts with indigenous practices. The activity promoted interdisciplinary learning, critical thinking, and research-based understanding of engineering concepts |
To integrate Indigenous Knowledge Systems (IKS) with Electromagnetic Theory. To develop research and technical writing skills through literature review. To encourage critical analysis of engineering concepts from interdisciplinary perspectives. To promote sustainable engineering practices by connecting traditional knowledge with modern science. To enhance students' communication, analytical thinking, and lifelong learning skills |
Individual research-based assignment. Literature survey using books, journal articles, and technical reports. Topic selection related to Electromagnetic Theory and Indigenous Knowledge Systems. Technical report preparation following academic writing standards. Evaluation based on originality, technical content, literature review, critical analysis, and presentation quality. Outcome-based assessment focusing on research aptitude and interdisciplinary learning. |
Students appreciated the opportunity to explore engineering concepts beyond the conventional syllabus by connecting Electromagnetic Theory with Indigenous Knowledge Systems. The activity enhanced their research skills, improved literature review techniques, and increased awareness of sustainable engineering practices. Students also reported improved confidence in technical writing and interdisciplinary thinking. |
The assessment successfully promoted research-oriented and experiential learning by integrating modern engineering concepts with Indigenous Knowledge Systems. Students demonstrated improved conceptual understanding, critical thinking, technical writing, and problem-solving abilities. The activity encouraged innovation, sustainability awareness, and appreciation of traditional knowledge while achieving the course outcomes through an interdisciplinary approach. |
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| 483 |
Fr. Dr. Jins Sebastian |
Innovate assessment method |
Certification course as assignment : Students were assigned to complete an internationally recognized online certification course related to occupational health and safety as part of their continuous assessment. The certification supplemented classroom instruction with industry-oriented knowledge and practical safety practices.
Assignment Description:
Students enrolled in the 10 Hour OSHA General Industry Safety and Health certification course.
After successful completion, students submitted:Course completion certificate |
Enhanced understanding of workplace safety regulations. Improved awareness of hazard identification and risk control. |
online course |
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Developed self-learning and professional competency |
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| 484 |
Dennis Thomas |
Innovative Pedagogical initiatives |
Matlab and Simulink - System simulation of Batteries for Grid, Renewables, EV interfacing : This session introduces students to MATLAB and Simulink as powerful tools for modelling and
simulating battery systems in modern energy applications. The session aims to familiarise participants
with the fundamentals of simulation workflows, enabling them to create and analyse basic models
relevant to grid-connected battery systems, renewable energy integration, and electric vehicle (EV)
energy storage. By the end of the session, students will gain hands-on practice with MATLAB/Simulink,
understand how to run simple simulations, and feel encouraged to explore these tools further for
projects and research related to batteries, renewable energy, and electric mobility. This is given as part
of the course, S1 MTech-EV, 24MEEV102-Battery Systems for Vehicles and Energy Storage |
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online sessions on MATLAB |
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| 485 |
Dennis Thomas |
Innovative Pedagogical initiatives |
CNC-Lab visit Fundamentals and Programming : As part of the S8 EET468 course Industrial Instrumentation & Automation course, a CNC Lab Visit on
Fundamentals and Programming was organized for the S8 EEE students. The session provided
students with practical exposure to CNC machine construction, operating principles, coordinate
systems, tooling, and machining processes. Students were introduced to the fundamentals of CNC
programming, including common G-codes and M-codes, and observed the execution of machining
operations on a CNC machine. The visit effectively bridged the gap between classroom concepts and
industrial practice, enhancing students' understanding of modern automated manufacturing
systems and their applications. |
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Lab Visit |
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| 486 |
Dennis Thomas |
Innovative Pedagogical initiatives |
Elevator Simscape Multibody simulation using MATLAB Simulink-Session1 : As part of the S8-EET468 – Industrial Instrumentation & Automation course, a MATLAB Skilling session on Elevator Simscape Multibody Simulation using MATLAB Simulink was organized for the S8 Electrical and Electronics Engineering students. The session introduced students to modeling and simulating the mechanical dynamics of an elevator system using Simscape Multibody. Students gained hands-on experience in understanding simulation models, analyzing system behavior, and understanding the role of MATLAB/Simulink in the design and analysis of industrial automation systems. The activity enhanced their practical skills in simulation-based engineering and control system applications. |
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DB202 Simulation Lab |
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| 487 |
Jisha Babu |
Innovate assessment method |
Micro Project-Based Learning for Problem Solving and Structured Programming : Students identified a simple problem from their surroundings and designed a solution by applying programming fundamentals such as variables, decision-making statements, loops, functions, arrays, and file handling wherever applicable. |
Problem identification and relevance ,Algorithm and program design, Correctness and efficiency of the solution ,Code quality and documentation |
Implemented Micro Project-Based Learning (MPBL) as an innovative teaching methodology for the Problem Solving and Structured Programming course. Students were assigned real-world programming problems and guided through the phases of problem identification, algorithm design, coding, testing, debugging, documentation, and presentation. |
Students found the micro project to be engaging and relevant to real-world applications. The activity improved their understanding of programming concepts through hands-on implementation. Students appreciated the opportunity to work on practical problems rather than conventional assignments. |
Significant improvement in students' problem-solving and logical thinking abilities. Enhanced understanding of structured programming concepts through practical implementation. Increased student participation, collaboration, and self-learning. |
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| 488 |
Dennis Thomas |
Innovate assessment method |
TIDAL POWER PLANTS - CONCEPTUAL ACTIVITY (RENEWABLE ENERGY) : As part of the 23EET322 – Renewable Energy Systems (Elective) course, a Conceptual Activity on Tidal Power Plants (TPP) was organized for the S6 Electrical and Electronics Engineering students. Students were provided with a comprehensive concept map covering the principles, components, working, advantages, limitations, and applications of tidal power plants, which they studied and used as the basis for the activity. They then completed a quiz to assess their conceptual understanding and submitted a worksheet based on the concept map. The activity promoted self-directed learning, reinforced key concepts, and enhanced students’ understanding of tidal energy as a sustainable renewable energy source. |
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Quiz and Worksheet |
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| 489 |
Dr. Abin Manoj |
Innovate assessment method |
Video presentation : Every student was asked to prepare a video on one latest application from the syllabus topics which was never explained in the class |
To make the students aware of the latest applications in the area |
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Very much appreciated |
Great experience.If repetitions happened they were asked to present once again |
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| 490 |
Rose Jacob |
Innovate assessment method |
Video presentation : Every student was asked to prepare one latest application from the syllabus topics and prepare a 3 minute video presentation. Students were evaluated out of 5 marks based on their innovative presentation and content. |
To enhance student's subject understanding, creativity, presentation skills and effective use of digital tools through video-based learning. |
Students prepared a short video presentation using PowerPoint and modern digital/AI tools. The assessment evaluated subject knowledge, creativity, communication skills, and effective use of technology. |
Students found the activity engaging, creative, and helpful in improving their understanding of the topic, presentation skills, and confidence in using digital tools. |
Enhanced student engagement and helped them deeply understand the topic. Students actively participated, demonstrated creativity, and improved their presentation and communication skills. |
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| 491 |
M V Varkey |
Innovate assessment method |
Innovative assessment : For cost even and break even analysis of Industrial Economics, students were send to local shops to calculate the same |
study cost even and break even(experience it) |
direct shop visit |
they were very happy and visited more shops and businesses |
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| 492 |
Bini M Issac |
Innovative Pedagogical initiatives |
Industrial Visit to UST Cochin : An Industrial Visit to UST, Kochi, was conducted on 7th October 2025 as part of the course 23CST309 – Management of Software Systems. The objective of the visit was to study and understand the software development practices followed in the software industry.
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To understand the software development and management practices followed in the software industry. |
The visit was conducted through expert sessions, interactions with industry professionals, observation of software development practices, and discussions on project management, teamwork, quality assurance, and industry tools. |
Very good |
The industrial visit provided students with practical exposure to real-world software development and management practices. It helped them understand industry workflows, teamwork, project planning, quality assurance, communication, and the use of modern software tools. The visit also bridged the gap between theoretical learning and professional practice. |
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| 493 |
Merin Chacko |
Innovative Pedagogical initiatives |
Integrated Interdisciplinary Assessment by combining Software Engineering and Data Science : Adopted an Integrated Interdisciplinary Assessment by combining Software Engineering and Data Science for the same batch during the same semester. Students completed a single individual mini-project that simultaneously addressed the Course Outcomes of both subjects. The project included Software Engineering deliverables (user stories, product backlog, sprint backlog, test cases, project report, and geo-tagged development evidence) along with Data Science components (dataset handling, analysis, visualization, and prediction). The assessment concluded with a project presentation and a reflective self-assessment, promoting experiential learning, reducing repetitive assessments, and enhancing the application of concepts across disciplines. |
To promote project-based, experiential, and outcome-based learning. |
Project-Based Learning, Outcome-Based Assessment & Experiential Learning |
Very Good |
Improved application of theoretical concepts through a real-world.Increased student engagement, collaboration, and self-reflection. project. Strengthened problem-solving, documentation, and presentation skills. |
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| 494 |
Ajai Thampy |
Innovate assessment method |
Industrial Safety Assessment Report : A safety inspection need to be done on different Laboratories to evaluate the availability and effectiveness of safety measures. The inspection focused on workplace hazards, emergency preparedness, housekeeping, electrical safety, fire protection, and the use of personal protective equipment (PPE). |
To understand the importance of safety practices in engineering laboratories and college buildings. To identify potential hazards and assess the associated risks. To evaluate whether existing safety measures comply with basic industrial safety standards. To inspect the availability and condition of safety equipment such as fire extinguishers, first aid kits, emergency exits, and safety signage. To develop observational and analytical skills through a practical safety audit. To recommend corrective actions and improvements for enhancing workplace safety. To promote awareness of accident prevention and safe work practices among students and staff. To gain practical knowledge of safety inspection and reporting techniques used in industrial environments. |
Conducted a visual inspection of the laboratory/building. Checked the availability and condition of fire safety equipment, first aid facilities, emergency exits, and safety signage. Observed housekeeping practices, electrical safety, and machine safety. Verified the use of Personal Protective Equipment (PPE) by students during practical sessions. Collected informal feedback from students regarding the safety facilities and laboratory practices. Compared the observations with general industrial safety guidelines |
Students felt that the laboratory provides a generally safe environment for practical work. Most students were aware of the location of fire extinguishers and first aid kits. Students suggested conducting more frequent safety awareness sessions and mock emergency drills. Some students requested additional PPE and clearer safety instructions near machines. Overall, students appreciated the laboratory facilities but believed that stricter enforcement of safety rules would further improve safety. |
The safety assessment indicates that the laboratory complies with most of the essential industrial safety requirements. Basic safety equipment and emergency facilities are available and functional. However, improvements in PPE compliance, safety awareness, housekeeping, and periodic maintenance of safety equipment would further enhance the overall safety of the laboratory. Implementing these recommendations will help reduce workplace hazards and promote a stronger safety culture among students and staff. |
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| 495 |
Ajai Thampy |
Innovate assessment method |
digital safety assessment and ppe monitoring system creation for any lab : Safety audits in academic institutions are conducted to identify unsafe acts, unsafe con-
ditions, and gaps in preparedness before they result in serious incidents. They also provide
students with practical exposure to safety engineering concepts and highlight the importance
of compliance with safety rules. For this assignment, a digital safety audit was carried out
in the Mechanical Lathe Lab of Amal Jyothi College of Engineering. Discussions with
the lab-in-charge provided valuable insights into the safety culture of the lab, while on-
site observations focused on Personal Protective Equipment (PPE) usage, machine guarding,
housekeeping, fire safety, and emergency preparedness. |
To help students understand the importance of laboratory safety. To encourage students to identify hazards and evaluate existing safety measures. To familiarize students with the role of PPE in preventing accidents. To introduce the concept of digital solutions for improving safety management. To develop students' observation, analysis, and reporting skills. |
Visit the assigned laboratory and inspect its safety facilities. Observe the availability and proper use of PPE. Record existing safety measures and identify any deficiencies. Propose a simple digital system for monitoring PPE usage and safety compliance. Prepare a report with findings, recommendations, and conclusions |
Students gained practical knowledge of laboratory safety. The activity increased awareness of the importance of PPE and safe work practices. Students found it useful to connect classroom concepts with real laboratory conditions. Designing a digital monitoring solution improved their problem-solving and analytical skills. Overall, students felt the assignment was informative and relevant to industrial safety engineering. |
Students developed the ability to assess laboratory safety systematically. They understood the importance of PPE and safety regulations in engineering environments. They learned how digital technologies can enhance safety monitoring and reporting. The assignment strengthened their inspection, documentation, and recommendation skills, preparing them for safety practices in industrial workplaces. |
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| 496 |
Ajai Thampy |
Innovate assessment method |
International Trade Case Study through Student-Led Research, Presentation, and Peer Learning : Students were assigned individual or group topics related to international trade, such as export-import trends, trade agreements, global organizations, international business practices, and country-specific trade analyses. They were required to conduct independent research using authentic sources, prepare a PowerPoint presentation, and present their findings in the classroom. Interactive discussions and question-and-answer sessions followed each presentation, enabling peer learning and critical thinking. |
To develop students' understanding of international trade concepts through real-world case studies. To enhance research, analytical, and presentation skills. To encourage self-directed learning and collaborative knowledge sharing. To improve students' confidence in public speaking and technical communication. To assess students beyond conventional written examinations. |
Students were assigned individual or group topics related to international trade, such as export-import trends, trade agreements, global organizations, international business practices, and country-specific trade analyses. They were required to conduct independent research using authentic sources, prepare a PowerPoint presentation, and present their findings in the classroom. Interactive discussions and question-and-answer sessions followed each presentation, enabling peer learning and critical thinking. |
Students found the activity more engaging than traditional classroom lectures. The assignment improved their understanding of international trade through practical examples. Students reported increased confidence in presentation and communication skills. Peer presentations exposed them to a wide range of global trade topics, enriching their learning experience. |
The activity promoted an outcome-based, student-centric learning environment by integrating research, presentation, and peer learning. It encouraged active classroom participation and fostered independent learning, aligning with modern pedagogical practices and the objectives of experiential and competency-based education. |
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| 497 |
Jincy Lukose |
Innovate assessment method |
Online certification course related to Data analytics and R Programming : Faculty encouraged students to complete online certification courses in Data Analytics and R Programming through recognized platforms such as NPTEL, Coursera, SWAYAM, Udemy, and Great Learning. The initiative aimed to strengthen students' practical knowledge in data analysis, statistical computing, data visualization, and programming using R |
Enhance students' knowledge of Data Analytics and R Programming. Develop practical programming and data visualization skills. Promote self-paced and lifelong learning through online certification |
Faculty encouraged students to complete online certification courses in Data Analytics and R Programming through recognized platforms such as NPTEL, Coursera, SWAYAM, Udemy, and Great Learning. The initiative aimed to strengthen students' practical knowledge in data analysis, statistical computing, data visualization, and programming using R |
Students expressed positive feedback regarding the online certification courses. They found the content easy to understand, appreciated the hands-on exercises in R Programming, and reported increased confidence in data analysis and visualization. |
Improved understanding of Data Analytics concepts and R Programming. Enhanced practical coding and problem-solving skills. Increased student participation in online learning. Several students successfully completed certification courses. |
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| 498 |
Dr. Anju J Prakash |
Innovative Pedagogical initiatives |
Workshop on Data Structure Virtual Lab : Data Structure Virtual Lab |
To familiarize students with the Virtual Lab platform for Data Structures. To strengthen conceptual understanding of data structures through interactive simulations and experiments. |
A hands-on workshop was conducted introducing students to the Data Structure Virtual Lab platform. Students were guided through virtual experiments on fundamental data structures such as Arrays, Linked Lists, Stacks, Queues, Trees, and Graphs. |
Students found the Virtual Lab platform interactive and easy to use. |
Improved understanding of Data Structure concepts and algorithms. |
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| 499 |
Dr. Anju J Prakash |
Innovative Pedagogical initiatives |
Workshop on Forensic Virtual Lab : Workshop on Forensic Virtual Lab |
To introduce students to digital forensic investigation using the Forensic Virtual Lab platform. To enhance practical knowledge of cyber forensics through simulation-based experiments. |
A hands-on workshop was conducted to demonstrate the features and applications of the Forensic Virtual Lab. Students were introduced to virtual experiments involving file system analysis, disk imaging, password recovery, network forensics, and digital evidence analysis. |
Students appreciated the realistic simulation of digital forensic investigations. The Virtual Lab helped improve understanding of forensic concepts that are difficult to demonstrate in conventional laboratories. |
Enhanced understanding of digital forensic concepts and cybercrime investigation techniques. |
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| 500 |
Minu Cherian |
Innovate assessment method |
Develop a Computer Graphics or Image Processing project using C, Python, or Java. : Design and implement a project in Computer Graphics or Image Processing using C, Python, or Java. The project should demonstrate the application of fundamental concepts such as image enhancement, image filtering, edge detection, drawing algorithms, geometric transformations, animation, or other related techniques. Students should explain the problem, implementation methodology, and results through a brief report and project demonstration. |
To design and develop a mini project in Computer Graphics or Image Processing using C, Python, or Java, enabling students to apply theoretical concepts to solve real-world problems while enhancing their programming, analytical, and problem-solving skills. |
Identify the problem, design the solution, implement the project using C, Python, or Java, test the application, and document the results. |
Students gained practical knowledge, improved their programming and analytical skills, and expressed increased confidence in applying Computer Graphics and Image Processing concepts to real-world applications. |
The project demonstrates the practical application of Computer Graphics or Image Processing concepts, enhances programming and problem-solving skills, and provides hands-on experience in designing, implementing, and evaluating real-world solutions. |
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| 501 |
Thomas Varghese |
Innovative Pedagogical initiatives |
Project Expo : (For Second year IT Students only)
The Project Expo on Full Stack Development is a collaborative initiative organized in association with Skovvy Information Technology & Leopard Tech Labs, aimed at showcasing innovative student projects developed using modern web technologies. This event provides a platform for students to demonstrate their expertise in front-end and back-end development, database integration, API design, and deployment practices.
The expo encourages participants to present real-time, industry-relevant solutions built using current full stack frameworks and tools. Industry experts will evaluate the projects, provide technical insights, and guide students on industry expectations, best practices, and emerging trends.
This initiative bridges the gap between academia and industry by enhancing practical exposure, improving problem-solving skills, and preparing students for professional roles in software development.
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To provide second-year IT students with a structured platform to design, develop, and showcase full stack web projects that address real-time, industry-relevant problems using modern frameworks and technologies. To enhance students' practical competency in front-end development, back-end integration, database management, API design, and deployment by applying these skills in a project-based competitive environment. To facilitate direct interaction between students and industry professionals from Skovvy Information Technology and Leopard Tech Labs, enabling students to receive expert technical feedback, guidance on best practices, and insights into current industry expectations and emerging trends. To bridge the gap between academic learning and industry requirements by encouraging the development of solutions that reflect real-world software development workflows and standards. To foster a culture of innovation, teamwork, and self-directed learning among students, preparing them for professional roles in software development, internships, and higher-level technical challenges. |
The Project Expo on Full Stack Development was conducted as a structured, outcome-driven academic event for second-year IT students, designed to simulate a real industry project review environment. Students were guided to identify and define real-time problem statements relevant to current industry needs, followed by the design and development of end-to-end full stack web solutions using modern frameworks and tools covering front-end development, back-end logic, database integration, API design, and deployment practices. |
Students who participated in the Project Expo on Full Stack Development provided overwhelmingly positive feedback, describing the event as one of the most practically enriching experiences of their second year. The majority of students expressed that working on a real-time, end-to-end full stack project gave them a deeper and more confident understanding of web technologies compared to conventional lab exercises. Students particularly appreciated the structured phased approach — from problem identification and technology selection through to development and live demonstration — which they found closely aligned with actual industry workflows. The mentoring sessions during the development phase were highlighted as especially valuable, with students noting that guidance from faculty and industry professionals helped them resolve technical challenges more effectively and adopt cleaner coding practices. Many students reported gaining significant hands-on confidence in areas such as API integration, database connectivity, and deployment, which they had previously understood only at a theoretical level. |
The Project Expo on Full Stack Development delivered a strong and tangible impact on the technical competency, professional confidence, and industry readiness of second-year IT students. Students successfully developed and demonstrated end-to-end full stack web applications addressing real-time problem statements, reflecting a significant improvement in their ability to integrate front-end, back-end, database, and deployment components into cohesive, functional solutions. The phased project methodology ensured that learning was progressive and well-structured, resulting in higher quality outcomes compared to conventional lab-based assessments. |
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| 502 |
Dr. Roshan Kuruvila |
Innovate assessment method |
case studies : The session was conducted as part of the Industrial Safety Engineering course with the objective of strengthening students' understanding of fundamental safety concepts through application-oriented case studies. The discussion covered workplace safety responsibilities, the need for safety in industries, the relationship between safety, productivity, and quality, accident and injury concepts, accident causation theories, Behaviour-Based Safety (BBS), the ABC behavioural model, safety organization, safety committees, safety policy, roles of management, supervisors, employees, and safety officers. Students also analysed various categories of industrial accidents including minor accidents, reportable accidents, fatal accidents, and dangerous occurrences using realistic industrial scenarios. |
The primary goal of the session was to develop competency in analysing industrial accidents and implementing effective safety management practices. Specific objectives included enabling students to understand the responsibilities of employers, employees, supervisors, and management in maintaining workplace safety;. |
The session adopted an interactive, student-centred teaching methodology that combined theoretical explanations with practical case-based learning. The instructor initially introduced the concepts of industrial safety, accident causation, safety responsibilities, and safety management systems using multimedia presentations and real industrial examples. Students were then divided into small groups and assigned application-based case studies representing different industrial situations such as construction accidents, manufacturing hazards, confined space incidents, lifting equipment failures, electrical accidents, chemical exposure, and transportation-related safety issues. Each group analysed the assigned scenario by identifying hazards, determining the accident category, applying appropriate accident theories, identifying unsafe acts and unsafe conditions, analysing management failures, and proposing preventive and corrective actions. Group presentations were followed by instructor-led discussions that encouraged critical evaluation and comparison of alternative safety solutions. Classroom questioning, collaborative learning, peer interaction, and reflective discussions were employed throughout the session to reinforce learning outcomes. The session concluded with a summary highlighting the importance of proactive safety management, organizational commitment, hazard identification, accident investigation, and continuous improvement in industrial safety performance. |
The overall student response to the session was highly positive. Students actively participated in analysing the case studies and demonstrated enthusiasm during group discussions and presentations. They appreciated the use of real-life industrial accident scenarios, which made theoretical safety concepts easier to understand and apply. Students reported that the case-study approach significantly improved their ability to identify hazards, analyse accident causes, and recommend practical preventive measures compared to conventional lecture-based teaching. Many students expressed increased confidence in applying accident theories to workplace situations and recognized the importance of safety responsibilities at every organizational level |
The session successfully achieved its intended learning outcomes. Students demonstrated improved understanding of workplace safety principles, accident causation theories, and safety management practices. They were able to accurately classify industrial accidents, identify root causes, evaluate unsafe acts and unsafe conditions, and recommend suitable engineering, administrative, behavioural, and managerial control measures. The activity enhanced students' analytical thinking, decision-making, teamwork, presentation skills, and ability to solve practical industrial safety problems. Students also developed a better appreciation of the roles of management, supervisors, employees, safety officers, and safety committees in creating a safe work environment. |
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| 503 |
Ajith G S |
Innovative Pedagogical initiatives |
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To provide 24×7 access to high-quality course learning materials. To promote self-directed and independent learning among students. To support blended learning by integrating classroom and online instruction. To enhance conceptual understanding through multimedia learning resources. To enable students to revise course contents before examinations. To reduce dependency on printed materials and encourage digital learning. To improve student performance through continuous access to study resources. |
Teaching Methodologies Developed a dedicated course website containing organized learning resources. Uploaded module-wise lecture notes and presentation slides. Shared supplementary reading materials and reference links. Embedded video tutorials and external learning resources for difficult concepts. Provided downloadable lab manuals and practical exercises. Used QR codes and direct web links for quick classroom access. Learning Methodologies Self-paced learning using online course materials. Flipped classroom approach where students study materials before class discussions. Revision through previous university question papers and solved examples. Learning through multimedia resources including videos and animations. Continuous learning beyond classroom hours. |
Students appreciated: Easy access to all course materials in one place. Availability of notes and presentations before and after classes. Ability to learn at their own pace. Helpful video resources for understanding networking concepts. Better preparation for internal and university examinations. Convenience of accessing materials through mobile phones and laptops. Well-organized structure of the course website. |
Increased student participation during classroom discussions. Improved preparedness before practical and theory classes. Enhanced understanding of complex networking concepts. Greater student engagement through continuous online learning. Reduction in repetitive classroom explanations due to readily available resources. Improved assignment quality and timely submissions. Better examination performance and confidence among students. Encouraged independent learning habits and digital literacy. Supported Outcome-Based Education (OBE) by enabling continuous learning and assessment. The online course portal served as an effective repository of learning resources, benefiting both regular classroom teaching and examination preparation. |
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| 504 |
Ajith G S |
Innovate assessment method |
Promoting Peer Learning through Collaborative Learning Activities : Peer learning was incorporated into classroom teaching by encouraging students to work together through group discussions, collaborative problem-solving, peer teaching, coding activities, and knowledge-sharing sessions. This approach created an interactive learning environment where students learned from one another while strengthening both technical and communication skills. |
The initiative aimed to promote collaborative learning, improve communication and teamwork skills, enhance conceptual understanding through peer interaction, encourage active participation, and develop confidence in sharing knowledge and solving problems collectively. |
Students participated in group assignments, pair programming, peer teaching, classroom discussions, coding challenges, and collaborative presentations. Faculty members acted as facilitators, guiding discussions and encouraging students to exchange ideas, provide feedback, and learn from each other's experiences. |
Students expressed positive feedback, stating that peer learning made classes more interactive, improved their understanding of difficult concepts, enhanced communication skills, and increased confidence in working as a team. They also appreciated the opportunity to learn different approaches to problem-solving. |
The initiative improved student engagement, teamwork, critical thinking, and problem-solving abilities. It fostered a collaborative learning culture, enhanced academic performance, strengthened interpersonal skills, and encouraged students to become active learners who support each other's learning process. |
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| 505 |
Selin Sam |
Innovate assessment method |
Comprehensive Course viva : |
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| 506 |
Jincy Lukose |
Innovate assessment method |
Online quiz : Implemented an innovative assessment strategy using Quizizz and Google Forms to conduct formative assessments, chapter-wise quizzes, concept checks, and revision tests. |
Enhance student engagement through interactive assessments. |
Conducted revision quizzes before internal and university examinations. |
Students found the assessments interactive, enjoyable, and stress-free. Instant feedback helped them identify mistakes immediately, while gamified quizzes increased motivation, participation, and regular revision of course topics. |
Better academic performance in internal examinations. |
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| 507 |
Jaison Mathew John |
Innovate assessment method |
PROJECT EXPO : (For Second year IT Students only) The Project Expo on Full Stack Development is a collaborative initiative organized in association with Skovvy Information Technology & Leopard Tech Labs, aimed at showcasing innovative student projects developed using modern web technologies. This event provides a platform for students to demonstrate their expertise in front-end and back-end development, database integration, API design, and deployment practices. The expo encourages participants to present real-time, industry-relevant solutions built using current full stack frameworks and tools. Industry experts will evaluate the projects, provide technical insights, and guide students on industry expectations, best practices, and emerging trends. This initiative bridges the gap between academia and industry by enhancing practical exposure, improving problem-solving skills, and preparing students for professional roles in software development. |
The Project Expo on Full Stack Development was conducted as a combined evaluation activity for the courses Database Management Systems (DBMS) and Web Application Development (WAD). The primary objective was to assess students' ability to apply theoretical concepts in designing, developing, and deploying full stack web applications. The expo evaluated students' understanding of database design, SQL, backend development, frontend implementation, API integration, and overall system functionality through industry-relevant projects. It also aimed to enhance problem-solving, teamwork, innovation, presentation, and technical communication skills while providing valuable feedback from industry experts on current development practices and professional expectations. |
The Project Expo on Full Stack Development was organized as a practical evaluation for the courses Database Management Systems (DBMS) and Web Application Development (WAD). Students worked in teams to design and develop industry-oriented full stack web applications by applying the concepts learned in both subjects. Each team identified a real-world problem, designed the system architecture, developed the frontend and backend modules, integrated a relational database, implemented APIs, and deployed a functional prototype. The completed projects were presented before a panel comprising faculty members and industry experts from Skovvy Information Technology and Leopard Tech Labs. The evaluation was carried out based on predefined rubrics, including: Problem identification and requirement analysis Database design and implementation Frontend design and user experience Backend development and API integration Functionality, performance, and deployment Innovation and practical relevance Code quality and documentation Project presentation, demonstration, and response to questions The industry experts provided technical feedback and suggestions for improvement, enabling students to understand industry expectations, adopt best practices, and strengthen their practical software development skills. |
The overall feedback from the students was highly positive. Students appreciated the opportunity to apply the concepts learned in Database Management Systems (DBMS) and Web Application Development (WAD) through real-world full stack projects. They found the evaluation by industry experts to be insightful and motivating, as it provided valuable feedback on technical implementation, project quality, and presentation skills. The expo enhanced their practical knowledge, problem-solving abilities, teamwork, and confidence in developing industry-ready applications, making it a highly beneficial and enriching learning experience. |
The Project Expo successfully achieved its objective of evaluating students' practical understanding of Database Management Systems (DBMS) and Web Application Development (WAD) through industry-oriented projects. Students demonstrated improved technical competency, creativity, teamwork, and presentation skills while developing and showcasing functional full stack applications. The interaction with industry experts provided valuable insights into current technologies, industry expectations, and best practices, motivating students to further enhance their technical expertise and career readiness. Overall, the expo effectively strengthened experiential learning and bridged the gap between classroom concepts and real-world software development. |
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| 508 |
Dr. Ranjitha Rajan |
Innovate assessment method |
MICROPROJECTS FOR S5 ECE STUDENTS : Microprojects play a vital role in helping Electronics and Communication Engineering (ECE) students bridge the gap between classroom learning and real-world applications. They provide practical exposure to the concepts learned in core subjects such as Embedded Systems, Analog Electronics, Digital Electronics, Communication Systems, Signal Processing, and IoT. |
To provide hands-on experience in designing and implementing electronics and communication systems. To apply theoretical concepts learned in core ECE subjects to solve real-world engineering problems. To enhance students' skills in circuit design, programming, simulation, hardware interfacing, and testing. To encourage teamwork, innovation, and problem-solving abilities. |
Selection of a relevant microproject based on the course outcomes. Literature survey and requirement analysis. Design of the circuit/system using simulation tools (Proteus, Multisim, MATLAB, etc.). Hardware implementation using Arduino, ESP32, sensors, and electronic components. Programming, testing, debugging, and performance evaluation. Documentation and presentation of the project outcomes. |
Students actively participated in the microproject activities and appreciated the opportunity to apply classroom concepts in practical applications. They reported improved understanding of embedded systems, IoT, and circuit design. The activity enhanced their technical confidence, teamwork, communication, and problem-solving skills. Overall, students found the experience engaging, informative, and beneficial for their academic and professional development. |
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| 509 |
Selin Sam |
Innovative Pedagogical initiatives |
Case study based Course oriented Data Science Lab with Python and its advanced tools : |
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| 510 |
Selin Sam |
Innovate assessment method |
MCQ based questions for assessment(Big Data Analytics Lab)(External) : Application Level(Case study) to implement program |
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| 511 |
Dr. Ranjitha Rajan |
Innovate assessment method |
VIRTUAL LAB WORKSHOP FOR NWTWORK THEORY : The Virtual Lab Workshop on Network Theory provides students with an interactive platform to understand and analyze electrical circuits through simulation-based experiments. It enables students to visualize circuit behavior, verify theoretical concepts, and perform experiments anytime without the need for physical laboratory equipment. |
To familiarize students with the Virtual Labs platform for Network Theory experiments. To strengthen the understanding of fundamental electrical circuit concepts through simulation. To develop practical skills in analyzing DC and AC circuits using virtual tools. To bridge the gap between theoretical knowledge and laboratory practice. To encourage self-learning and improve problem-solving abilities. |
Introduction to the Virtual Labs platform and its features. Demonstration of Network Theory experiments, including Ohm's Law, KVL, KCL, Mesh Analysis, Nodal Analysis, Thevenin's Theorem, Norton's Theorem, Superposition Theorem, Maximum Power Transfer Theorem, and Transient Analysis. |
Students found the workshop informative, engaging, and easy to follow. The Virtual Labs platform helped them visualize circuit behavior and understand theoretical concepts more effectively. They appreciated the opportunity to perform experiments multiple times without hardware limitations, which increased their confidence in solving Network Theory problems. Students also found the simulation environment useful for exam preparation and practical learning. |
he workshop significantly enhanced students' understanding of Network Theory concepts through virtual experimentation. Students successfully analyzed electrical circuits, verified theoretical results using simulations, and improved their circuit analysis and troubleshooting skills. |
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| 512 |
Dr. Ranjitha Rajan |
Innovative Pedagogical initiatives |
KI CAD WORKSHOP : KiCad is a free and open-source Electronic Design Automation (EDA) software widely used for designing electronic circuits and Printed Circuit Boards (PCBs). A KiCad Workshop provides students with practical exposure to schematic capture, PCB layout, component library management, and circuit simulation. It bridges the gap between circuit design and hardware implementation, enabling students to develop industry-relevant skills in electronic product design. The workshop enhances creativity, design accuracy, and familiarity with professional PCB design workflows |
To introduce students to the KiCad Electronic Design Automation (EDA) software. To develop skills in schematic capture and PCB layout design. To familiarize students with component libraries, footprints, and design rules. |
Introduction to the KiCad interface and design environment. Demonstration of schematic capture using electronic components. |
Students found the KiCad workshop highly informative and engaging. They appreciated learning an industry-relevant PCB design tool and gained confidence in converting circuit diagrams into PCB layouts. The hands-on sessions improved their understanding of electronic design concepts and motivated them to develop their own hardware projects. |
The workshop significantly enhanced students' PCB design and electronic circuit development skills. Students successfully designed schematic diagrams, created PCB layouts, performed design verification, and generated manufacturing files. |
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| 513 |
Tessy Annie Varghese |
Innovate assessment method |
Combined project for Electronic Circuits and Microcontroller : A combined interdisciplinary project was assigned to third-semester B.Tech. Electronics and Communication Engineering students by integrating the courses 24ECT201 – Analog Circuits and 24ECT205 – Computer Architecture and Microcontrollers. The project aimed to bridge theoretical concepts with practical implementation by enabling students to design complete embedded electronic systems incorporating both analog signal conditioning circuits and microcontroller-based processing.
Students worked in small teams to identify a real-world application such as environmental monitoring, home automation, health monitoring, security systems, or industrial sensing. The projects required the design of analog front-end circuits (using components such as operational amplifiers, filters, sensors, comparators, and signal conditioning circuits) along with microcontroller programming for data acquisition, processing, control, and display. The assignment culminated in prototype demonstration, technical documentation, and presentation. |
Integrate concepts from Analog Circuits and Microcontrollers into a single functional system. Develop practical circuit design and debugging skills. Enhance programming skills for embedded system applications. Promote problem-solving, innovation, and system-level thinking. Improve teamwork, technical communication, and project management skills. Encourage students to apply engineering knowledge to real-world challenges. |
Problem Identification Students selected an application addressing a practical engineering problem. System Design Preparation of block diagrams, circuit schematics, and component selection. Design of analog signal conditioning circuits. Hardware Development Construction and testing of analog circuits. Integration with microcontroller hardware. Software Development Programming of the microcontroller for sensing, processing, control, and output display. Testing and Validation Calibration of analog circuits. Functional testing under different operating conditions. Troubleshooting and performance optimization. Documentation and Presentation Submission of project report including design methodology, results, challenges, and future scope. Demonstration and viva evaluation. |
Students provided positive feedback regarding the integrated project experience. Major observations included: Improved understanding of how analog circuits interface with digital embedded systems. Better appreciation of the relationship between hardware design and software programming. Increased confidence in designing complete electronic systems. Enhanced teamwork and collaborative learning. Opportunity to apply classroom concepts in solving practical engineering problems. Students expressed interest in undertaking more interdisciplinary projects in future semesters. |
The combined project significantly enhanced experiential learning by connecting theoretical concepts from two core courses into a unified engineering application. Students developed stronger practical skills in circuit design, embedded programming, system integration, debugging, and technical documentation. The activity also fostered creativity, innovation, and collaborative problem-solving while improving their readiness for higher-semester projects, internships, hackathons, and industry-oriented applications. Overall, the interdisciplinary assignment successfully promoted outcome-based learning by strengthening students' technical competence, confidence, and ability to design and implement integrated electronic systems addressing real-world engineering challenges. |
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| 514 |
Dr. Ranjitha Rajan |
Innovate assessment method |
VIRTUAL LAB WORKSHOP ON BASIC ELECTRONICS FOR CHEMICAL STUDENTS : The Virtual Lab Workshop on Basic Electronics provides Chemical Engineering students with a practical understanding of fundamental electronic concepts through simulation-based experiments. Since modern chemical industries rely heavily on electronic instrumentation, sensors, control systems, and automation, basic knowledge of electronics is essential. The workshop enables students to perform experiments in a virtual environment, improving conceptual understanding without requiring physical laboratory equipment. It also enhances analytical thinking, problem-solving skills, and confidence in handling electronic circuits used in industrial applications. |
To introduce Chemical Engineering students to the fundamentals of Basic Electronics using Virtual Labs. To enhance understanding of electronic components such as resistors, diodes, transistors, and operational amplifiers through simulation. |
Introduction to the Virtual Labs platform and its features. Demonstration of Basic Electronics experiments, including: Verification of Ohm's Law Diode characteristics |
Students found the workshop informative, interactive, and easy to understand despite having limited prior exposure to electronics. The simulation-based experiments helped them visualize circuit behavior and understand the working principles of electronic components. |
The workshop successfully enhanced students' understanding of basic electronics and its relevance to Chemical Engineering. |
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| 515 |
Nimmy Chacko |
Innovate assessment method |
The Code Breakers Quest: A Mathematical Cyber Mission : Students participated in a mission-based digital assessment conducted through Google Forms, where they assumed the role of cyber investigators tasked with recovering secret data fragments hidden by a fictional hacker group called "Null Set." Each stage of the mission presented a mathematical challenge based on Sets, Relations, Functions, or Group Theory. Students solved the problems sequentially to unlock the next clue and ultimately reconstruct the hidden message. The activity transformed a conventional assessment into an engaging, game-based learning experience that encouraged logical thinking, collaboration, and mathematical reasoning in a cybersecurity context. |
(1) To assess students' understanding of Sets, Relations, Functions and Group Theory through real-world problem-solving. (2) To promote analytical and logical reasoning using mathematical concepts. (3) To increase student engagement through a gamified assessment. (4) To encourage active participation and self-directed learning. (5) To integrate digital technology (Google Forms) into the assessment process. |
(1) Gamification: Students completed a cyber-investigation mission by solving mathematical puzzles. (2) Problem-Based Learning (PBL): Each task required the application of mathematical concepts to solve realistic cybersecurity challenges. (3) Digital Assessment: Google Forms was used to deliver questions, collect responses, and provide immediate progression through the mission. (4) Context-Based Learning: Mathematical topics were presented in a cybersecurity scenario to improve relevance and motivation. Sequential Challenge Design: Students progressed through multiple stages, with each correct answer unlocking the next clue. |
Students found the activity enjoyable, interactive, and different from traditional classroom tests. The cybersecurity storyline increased curiosity and motivation. Google Forms made the assessment easy to access and complete. Students appreciated applying mathematical concepts in a practical context. Many students expressed interest in having similar game-based assessments in other topics. |
Student participation was significantly higher than in conventional quizzes. The activity improved conceptual understanding by encouraging students to apply mathematical ideas rather than memorize formulas. Students demonstrated better engagement, teamwork, and critical thinking skills. The mission-based format reduced assessment anxiety and created an enjoyable learning environment. The use of Google Forms enabled efficient assessment, instant response collection, and easy analysis of student performance. |
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| 516 |
Bennet Jose Mathew |
Innovate assessment method |
Python for Engineering – AQI Data Analysis Project: Design, Feedback, and Outcomes : A team-based Python project for first-year engineering students using a real Air Quality Index (AQI) dataset for India (station-wise daily pollutant readings merged with station metadata). Each team was assigned one of ten different but equally-weighted analysis questions (e.g., city AQI rankings, seasonal patterns, pollutant correlations). Every team had to read and merge two CSV files without pandas, write three functions, create three plots, use NumPy for statistics, and output a results file — submitted as a Jupyter Notebook, a PowerPoint, and an output file. |
To reinforce core Python fundamentals (file handling, functions, loops, data structures) and introduce NumPy and Matplotlib through a real, messy dataset rather than toy exercises. The project also aimed to build skills in translating an open-ended question into working code, working with incomplete/real-world data, and collaborating as a team on a shared deliverable and presentation. |
Each team received a standard code skeleton and tips (reading CSVs manually, merging via dictionaries, handling missing values, date parsing without datetime) to keep the technical bar consistent while leaving the analysis and implementation up to them. A shared 100-point rubric graded PowerPoint quality, code quality, functions, plots, NumPy usage, and the output file. After grading, an anonymous feedback survey was circulated to the cohort. |
43 students responded. Average self-rated difficulty was 4.3/5, with about 80% rating it 4 or 5 out of 5 — clearly a challenging project. Encouragingly, 100% said it helped them apply classroom concepts (70% a clear "Yes," 30% "Maybe," none said "No"). Common comments cited file handling and merging the two datasets as the hardest part, especially for students from non-coding backgrounds, though most feedback was otherwise positive or neutral. |
The project succeeded in pushing students through a full, applied data-analysis workflow using only core Python, and the near-universal sense that it helped apply classroom learning suggests the format worked well. The difficulty was real but not discouraging for most. Going forward, a short walkthrough on merging datasets via dictionaries, and possibly tiered question difficulty, would likely smooth the roughest part of the experience for weaker or non-CS-background teams. |
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| 517 |
Dr. Scaria Alex |
Innovate assessment method |
Team Based project presentation and Q & A Session : On the topic of Big Data, once the module got over, each student group where assigned with a set of projects to complete, where they have to prepare the code of the problem statement in Hadoop and Pig language and explain the same in class. The listeners have to ask questions based on the teams presentation and also the presenters too have to ask questions to audience. In this manner both the presenter and audience will be active participant of the program. |
Creates opportunities for independent research. Encourages peer learning.. Actively involves students in discussions. |
Team Based project presentation and Q & A Session |
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| 518 |
Dr. Scaria Alex |
Innovate assessment method |
Treasure Hunt using Pig and R Programming : Students are categorized into groups. All groups at first was given the first puzzle to solve. Only those teams who find the solution, will be moved to the next level of the coding challenge. |
Motivational & skill development support. Encouraging peer learning and collaborative learning practices. |
Coding Challenge |
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| 519 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
CAMPUS INDUSTRY CONNECT SERIES 1 - 2025-26 Odd Semester : 'CAMPUS INDUSTRY CONNECT SERIES' – odd semester 2025-26 ------ Organized and institutionalized 'CAMPUS INDUSTRY CONNECT SERIES' - an exclusive interactive and hands-on live webinars programme by industry experts from 2025-26 Odd semester for my subject - 23HUT310:Management for Engineers, for the class/batch - S5 CH (BTCH2023-27-S5) ------ Specially invited Mr. Nidhin Jose, Group Company Secretary & Director (IR), LuLu Group International, UAE for the 'CAMPUS INDUSTRY CONNECT SERIES' of 2025-26 odd semester ------ The programme provided students an opportunity to meet, interact and learn from senior leaders of the industry with respect to their subject of study ------ Unlike conventional webinars, this programme is designed in such a way that students get live interactive activities and engagements during the session and post the session in the area of study. |
To bridge the gap between classroom learning and industry practices by providing students with direct interactions with accomplished industry leaders relevant to the course 23HUT310: Management for Engineers. To enhance students' understanding of management concepts through experiential learning, live discussions, and practical insights from real-world corporate scenarios. |
Different from conventional webinars. Live interactive activities and engagements. The sessions incorporated interactive discussions, hands-on activities, and real-time student engagement to ensure active participation and application of management concepts. |
Students highly appreciated the opportunity to interact directly with an accomplished industry leader and found the sessions to be insightful, engaging, and relevant to their academic learning. They expressed that the interactive activities and practical examples enhanced their understanding of management concepts and requested that similar industry connect sessions be conducted regularly. |
The initiative significantly improved students' awareness of contemporary industry practices and strengthened their ability to relate theoretical management concepts to real business situations. Students demonstrated increased engagement, critical thinking, and enthusiasm for learning through meaningful interactions with senior industry professionals. |
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| 520 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
CAMPUS INDUSTRY CONNECT SERIES 2 - 2025-26 Even Semester : 'CAMPUS INDUSTRY CONNECT SERIES' – Even semester 2025-26 ----- Organized and institutionalized 'CAMPUS INDUSTRY CONNECT SERIES' - an exclusive interactive and hands-on live webinars programme by industry experts from 2025 even semester for my subject - 23HUT310:Management for Engineers, for the class/batch – S6 FT & S6 MME (BTFT2023-27-S6 & BTMT2023-27-S6) ---- Specially invited Dr. Thomas Joseph, Industry Expert, Strategy Advisor & IIT-IIM Professor for the 'CAMPUS INDUSTRY CONNECT SERIES' of 2025-26 Even Semester ----- The programme provided students an opportunity to meet, interact and learn from senior leaders of the industry with respect to their subject of study ----- Unlike conventional webinars, this programme is designed in such a way that students get live interactive activities and engagements during the session and post the session in the area of study. |
To bridge the gap between classroom learning and industry practices by providing students with direct interactions with accomplished industry leaders relevant to the course 23HUT310: Management for Engineers. To enhance students' understanding of management concepts through experiential learning, live discussions, and practical insights from real-world corporate scenarios. |
Different from conventional webinars. The sessions incorporated interactive discussions, hands-on activities, and real-time student engagement to ensure active participation and application of management concepts. |
Students highly appreciated the opportunity to interact directly with an accomplished industry leader and found the sessions to be insightful, engaging, and relevant to their academic learning. They expressed that the interactive activities and practical examples enhanced their understanding of management concepts and requested that similar industry connect sessions be conducted regularly. |
The initiative significantly improved students' awareness of contemporary industry practices and strengthened their ability to relate theoretical management concepts to real business situations. Students demonstrated increased engagement, critical thinking, and enthusiasm for learning through meaningful interactions with senior industry professionals. |
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| 521 |
Bennet Jose Mathew |
Innovate assessment method |
From Live Data to Statistical Inference: An Innovative Teaching-Learning Methodology Using a Custom Data Logging & Visualization Website : A purpose-built web app for data logging and live visualization — replacing the usual static dataset or generic form.
Crowd-sourced, student-generated data: 9 groups personally collected WiFi speed readings across campus over two weeks.
A scaffolded design pairing a fully worked example with a live, group-driven data exercise. |
Beyond the core statistical objectives (Z/t-test mechanics, significance levels, critical values, graphical interpretation), the assignment aimed to give students first-hand exposure to a full data pipeline — collection → structured storage → visualization → analysis — mirroring real research/industry practice, and to build comfort with a purpose-built digital data tool rather than a static handout. |
A dedicated web application was developed as the single point of data entry for all groups, capturing consistent fields and making the dataset viewable as it accumulated — removing the usual merging/cleaning overhead of student-collected data. This was paired with the fully worked Part A example as scaffolding, while each of the 9 groups collected and analyzed their own data through the platform over a two-week window. |
No separate survey was run, but the platform's own log is telling: 100% of groups (9/9) submitted usable data, 35 students logged at least one reading, and 685 total entries were recorded across 11 distinct days — indicating the tool was easy enough to revisit repeatedly rather than used only once. Contribution varied by student (6–33 readings, median 20), and recorded speeds spanned a very wide, realistic range (~1–380 Mbps). |
The methodology successfully connected data creation and data analysis through one platform, giving students a tangible, transferable sense of a real data pipeline — not just a stats exercise. The scaffolded worked example kept the novelty grounded in solid instruction. Recommended next steps: document and reuse the platform across other courses, set a per-student minimum reading count, and add lightweight measurement-protocol guidance to reduce noise unrelated to genuine location differences. |
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| 522 |
Sreeja C |
Innovative Pedagogical initiatives |
Real Life Case Study Analysis of Disaster management : Online certification learning, case study analysis, collaborative poster preparation, seminar presentation, and outcome-based assessment. Together, these learner-centered approaches enhanced conceptual understanding, analytical thinking, teamwork, communication skills, and practical application of disaster management principles. |
Enhance understanding of disaster management through online certification and real-world case studies. Develop analytical, teamwork, and communication skills through collaborative poster presentations. Apply disaster management concepts, frameworks, and mitigation strategies to practical scenarios. |
Online certification learning, case study analysis, collaborative poster preparation, seminar presentation |
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Students gained practical knowledge by analyzing real disaster events and completing an online certification. Improved critical thinking, teamwork, presentation, and problem-solving skills. Enhanced achievement of course outcomes through active, experiential, and outcome-based learning. |
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| 523 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
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To enhance student engagement and reinforce subject knowledge through interactive, gamified quizzes and learning activities using the 'Wayground' online platform. |
Conducted topic-based online quizzes and interactive activities on Wayground to facilitate active participation, instant feedback, and formative assessment. |
Students appreciated the gamified learning experience, stating that it made the sessions enjoyable, competitive, and effective for revising course concepts. |
The initiative improved student participation, strengthened conceptual understanding, and made learning more engaging and interactive. |
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| 524 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
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To enhance student engagement and reinforce subject knowledge through interactive, gamified quizzes and learning activities using the 'Wayground' online platform. |
Conducted topic-based online quizzes and interactive activities on Wayground to facilitate active participation, instant feedback, and formative assessment. |
Students appreciated the gamified learning experience, stating that it made the sessions enjoyable, competitive, and effective for revising course concepts. |
The initiative improved student participation, strengthened conceptual understanding, and made learning more engaging and interactive. |
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| 525 |
Binu Mathew |
Innovative Pedagogical initiatives |
Maxwell’s Lab Escape Room-Team Quiz on Electromagnetic Theory : Conducted a quiz after teaching the subject 24ECT204 Electromagnetics.This helped the students to actively participate in solving questions through discussions .This is conducted for S4 ECE B batch on 4/3/2026. |
To improve the academic performance in the subject 24ECT204 Electromagnetics |
group activity |
Very Good |
Good |
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| 526 |
Binu Mathew |
Innovative Pedagogical initiatives |
ELECTROMAGNETICS:THE INSIDE STORY : Conducted a Session by Dr.B.Premlet (Proffessor,HoD (Rtd.) TKM College of Engineering Kollam on Dec 2nd 2025.This session is alligned with the course 24ECT204-S4 Electromagnetics and 23ECT302-S6 Electromagnetics.This session helped the students to generate an interest on the subject Electromagnetics which is considered as one of the difficult subjects in ECE curriculum |
To improve the academic performance in the subject 24ECT204 Electromagnetics |
Expert interaction |
Very Good |
Good |
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| 527 |
Binu Mathew |
Innovative Pedagogical initiatives |
Product Development-DC Power Supply Unit : A DC Power Supply Unit making Workshop was conducted for the S1 ECE students. The objective of the program was to provide students with a practical understanding of how an essential electronic device can be designed and assembled. The workshop also offered valuable insights into basic product development and entrepreneurial opportunities in electronics. During the session, students were guided through the components, working principles, and assembly of a DC power supply unit. This hands-on experience enhanced their technical knowledge, circuit-building skills, and problem-solving abilities. |
to provide students with a practical understanding of how an essential electronic device can be designed and assembled. |
Technical Skill Developement |
Very Good |
Good |
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| 528 |
Dr. Jayasree P K |
Innovate assessment method |
Presentation of case studies on application of MO equipment using videos : Students presented the video of application of Mechanical Operations equipments for more understanding about the equipments and its working and application. This is an effective learning method and also an assessment method |
To improve knowledge in Mechanical Operation (24CHT205) and presentation skill |
Present a seminar on case study |
Very good |
The prentation skill and understanding of the subject improved |
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| 529 |
Nimmy Chacko |
Innovative Pedagogical initiatives |
Integrated Cap Stone Micro Project : The Integrated Cap Stone Micro Project is an interdisciplinary, project-based learning initiative designed to connect theoretical concepts from multiple computing courses into a single practical application. Students select a core Data Structure, implement it using Object-Oriented Programming (OOP) principles, simulate hardware behavior based on Computer Organization concepts, and evaluate algorithm performance using Probability & Statistics. The project culminates with students documenting their work on GitHub and presenting it professionally through LinkedIn, thereby enhancing both technical and professional competencies. |
Integrate concepts from Data Structures, Object-Oriented Programming, Computer Organization, and Probability & Statistics into a unified project. Develop practical programming and software engineering skills through project-based learning. Apply OOP principles such as encapsulation, inheritance, abstraction, and polymorphism in algorithm implementation. Analyze algorithm performance using statistical measures including mean, variance, and standard deviation. Simulate hardware environments to understand the impact of CPU characteristics on algorithm efficiency. Improve problem-solving, analytical thinking, and interdisciplinary learning. Familiarize students with GitHub for version control and LinkedIn for professional networking and portfolio development. Encourage self-learning, documentation, and collaborative engineering practices. |
Project-Based Learning (PBL) Experiential Learning Interdisciplinary Learning Approach Outcome-Based Education (OBE) Hands-on Programming Sessions Performance Analysis using Statistical Tools Simulation-Based Learning Continuous Faculty Mentoring GitHub Repository Development Professional Portfolio Creation through LinkedIn Peer Discussion and Project Demonstration |
Students responded positively to the integrated learning approach. They appreciated the opportunity to connect concepts from multiple subjects within a single project rather than studying them independently. The GitHub repository creation and LinkedIn documentation improved their confidence in showcasing technical skills. Many students reported enhanced understanding of algorithm behavior, object-oriented design, and performance analysis through practical implementation. The project also increased their interest in software development and research-oriented learning. |
Successfully integrated theoretical knowledge with practical implementation across multiple computing disciplines. Enhanced students' programming proficiency and software design skills. Improved understanding of algorithm efficiency under varying hardware conditions through simulation. Strengthened students' analytical abilities using statistical performance evaluation. |
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| 530 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
Use of relevant, specific and hand-picked Harvard Business Review articles/white papers/ Journals & case studies materials published by reputed organizations from industry (Deloitte, PWC etc.) – in classroom discussions - Shared with students. : Use of relevant, specific and hand-picked Harvard Business Review articles/white papers/ Journals/case studies materials published by reputed organizations from industry (Deloitte, PWC etc.) – in classroom discussions - Shared with students. * Use of Newspaper/Mass Media references in every class hour. |
To enrich classroom learning by integrating contemporary industry insights, research articles, case studies, and current affairs with course concepts. |
Incorporated hand-picked Harvard Business Review articles, white papers, journals, case studies, industry reports (e.g., Deloitte, PwC), and relevant newspaper/mass media references into every class discussion. |
Students found the industry-based reading materials and current affairs discussions highly relevant, engaging, and helpful in understanding the practical applications of the subject. |
The initiative enhanced students' analytical thinking, industry awareness, and ability to relate theoretical concepts to real-world business scenarios. |
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| 531 |
Dr. Anoop K Unni |
Innovate assessment method |
Combined Assignment Rubric 23MTT305 (Foundry Technology) & 23MTT307 (Materials Joining Technology) : A combined assignment was conducted integrating the courses 23MTT305 – Foundry Technology and 23MTT307 – Materials Joining Technology. The objective of this activity was to provide students with an experiential learning opportunity by correlating concepts from casting and welding processes.The assignment involved studying and comparing the mechanical and metallurgical properties of the cast and welded components, including aspects such as strength, hardness, microstructural characteristics, defects, and suitability for engineering applications.
Students collaboratively analyzed the differences in material properties and presented their findings through comparative reports and discussions. |
To compare the properties and performance of mild steel components produced by casting and welding processes. |
The groups conducted a comparative analysis of the components by evaluating properties such as strength, hardness, microstructure, weld quality, casting defects and suitability for different engineering applications. |
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| 532 |
Dr. Sreekala P |
Innovate assessment method |
Design and Development of a Smart Instrumentation System : The Design and Development of a Smart Instrumentation System is a mini-project activity aimed at enabling students to apply the principles of measurement and instrumentation to solve real-world engineering problems |
To understand the principles of measurement and instrumentation through the design of a practical engineering system. To develop a smart instrumentation system for measuring and monitoring physical parameters using appropriate sensors and transducers. To integrate microcontrollers or embedded platforms (such as Arduino or ESP32) with sensors for real-time data acquisition and processing. |
System Design Develop the system architecture, block diagram, circuit schematic, and select appropriate sensors, transducers, microcontrollers, communication modules, and display units. Hardware Development Assemble the hardware components, interface sensors with the controller, and fabricate the prototype. |
Students found the mini-project highly engaging and beneficial, as it enhanced their practical knowledge, problem-solving skills, and understanding of modern instrumentation systems through hands-on learning. |
The mini-project significantly enhanced students' practical understanding of measurement and instrumentation concepts while improving their technical competency, innovation, teamwork, and ability to develop real-world engineering solutions. |
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| 533 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
Periodical Outdoor special sessions for students : Outdoor special sessions for students for the subjects: 23HUT 310 - Management for Engineers & 24HUT310 - Management for Engineers |
To create an engaging learning environment by conducting outdoor sessions that promote experiential learning, collaboration, and active participation. |
Conducted selected class sessions for 23HUT310 and 24HUT310 – Management for Engineers in outdoor settings, incorporating interactive discussions, group activities, and real-life management applications. |
Students appreciated the refreshing learning environment and felt that the outdoor sessions improved their engagement, participation, and understanding of the course. |
The initiative enhanced student interaction, collaborative learning and provide them with a new experience outside regular classroom settings. |
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| 534 |
Dr. Twinkle C M |
Innovative Pedagogical initiatives |
Boot Camp on Parametric and Freeform Design using Autodesk Fusion 360 (S3 ME 2024-28) : A 2-day hands-on boot camp conducted by the Department of Mechanical Engineering in collaboration with IIIE and BIMIT Cochin (an Autodesk-affiliated CAD & BIM training partner), held on 16th and 17th July 2025 at the ME CAD Lab (CCB104). 69 third-semester Mechanical Engineering students were trained on advanced modeling workflows in Autodesk Fusion 360, going beyond conventional single-part CAD modeling to cover assembly modeling, parametric (relation-driven) design, and freeform/organic (T-Spline) surface modeling. The program was structured as a scaffolded sequence of exercises — from a basic V-block and clamp assembly to a fully parametric knuckle joint assembly — culminating in a small-group, project-based design task. |
To expose students to industry-standard CAD workflows not typically covered in a conventional, syllabus-bound CAD lab (assembly modeling, joints/mates, motion simulation, interference detection, BOM generation) To introduce parametric modeling principles — defining geometry through parameters, expressions, and constraints rather than fixed dimensions — and demonstrate how design intent can drive automatic model updates To introduce freeform/organic surface modeling (T-Spline modeling) as a contrasting design paradigm to feature-based solid modeling To provide students with an industry-recognized certification (Autodesk Course Completion Certificate) and activity points To integrate the training directly into the course curriculum (24MEL201 – Computer Aided Drawing and Design Lab) as a formal experiment, ensuring assessable learning outcomes rather than a standalone extracurricular activity |
Industry-led instruction: Sessions delivered by BIMIT Cochin trainers using live, tool-based demonstrations rather than lecture-based teachingActivity-based learning: Students independently applied a taught joint type (cylindrical joint between pin and clamp) without step-by-step guidance, testing applied understanding Project-based assessment: Successful completion, along with submission of a small-group design project, was evaluated as a formal lab experiment under 24MEL201. |
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69 students gained hands-on exposure to industry-standard CAD workflows (assembly, parametric, and freeform modeling) beyond the standard curriculum scope |
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| 535 |
Arya Krishnan S |
Innovate assessment method |
Case Study on Design Failures in the Food Industry : Introduced a group assignment in the Food Process and Equipment Design course where students identified design failures in the food industry and presented their findings through a report and presentation. |
To help students understand real-world design failures in the food industry. |
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Students found the activity engaging and appreciated learning from real industrial examples. |
The assignment improved their understanding of equipment design concepts and encouraged collaborative learning. |
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| 536 |
Dr. Nixon Poulose |
Innovative Pedagogical initiatives |
One day Workshop on Fundamentals of Electric Vehicle Design : Coordinating Department : Department of Mechanical Engg. and Mechanical Engg.(Automobile)
Resource Persons : Mr. Bharath N B - Senior Engineer - HL Mando Anand India Private Limited
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1. Design and analyze real-world automotive systems -chassis, suspension, drivetrain. 2.Enhance your technical, creative, and teamwork skills through design reviews, fabrication, and performance testing. 3. Collaborate with a team of innovators tackling engineering challenges in electric vehicle design |
A focused one-day technical workshop covering the fundamentals of Solar and Electric Vehicle Design, , Overview of Electric Vehicle (EV) platforms (Solar (SEV) / Battery (BEV) /Hybrid (HEV)) • Design principles for braking, steering, suspension, and powertrain, , Selection and integration of key electrical components , Live demonstration of EV systems and interfaces, Open discussion and doubt clarification |
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1. Design and analyze real-world automotive systems -chassis, suspension, drivetrain. 2.Enhance your technical, creative, and teamwork skills through design reviews, fabrication, and performance testing. 3. Collaborate with a team of innovators tackling engineering challenges in electric vehicle design |
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| 537 |
Dr. Aswathy Asok |
Innovative Pedagogical initiatives |
Online session by PMRF fellow from IIT Madras : An online expert talk was delivered by a PMRF Fellow from IIT Madras, providing students with valuable insights into advanced research, innovation, and higher education opportunities. |
To inspire students to pursue research-oriented careers and enhance their understanding of the opportunities and expectations in academic and scientific research. |
The programme was conducted as an online interactive session in which the PMRF Fellow delivered a technical talk, shared research experiences, and engaged with students through a question-and-answer session. |
Students appreciated the session for its informative content, practical research insights, and motivational guidance, which encouraged them to explore higher studies and research opportunities. |
The online talk significantly enhanced students' awareness of research opportunities, motivated them to pursue higher education, and strengthened their interest in innovation and scientific inquiry. |
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| 538 |
Nijo M Joseph |
Innovative Pedagogical initiatives |
Role plays, Group discussions & group activities. : Role plays, Group discussions & group activities - Subject related & general topics. |
To develop students' communication, teamwork, critical thinking, and problem-solving skills through interactive learning activities aligned with course topics. |
Conducted role plays, group discussions, and collaborative group activities on subject-related topics to encourage active participation and experiential learning. |
Students found the activities engaging and interactive, stating that they improved their understanding of concepts while enhancing their communication and teamwork skills. |
The initiative fostered active learning, strengthened conceptual understanding, and enhanced students' confidence, collaboration, and classroom participation. |
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| 539 |
Lisa Rani Alex |
Innovate assessment method |
Conducted Innovative assessment method for Assignment : An innovative, application-oriented assessment was conducted for S1 BCA, S1 ECE-B, S1 Food Technology, S2 Artificial Intelligence & Data Science, S2 ECE-A, and S2 Mechanical Engineering Automobile students. Instead of a conventional written assignment, students worked in groups to identify at least five real-world applications of mathematics relevant to their respective disciplines. Each group analyzed the problems, explained the role of mathematics in solving them, prepared a PowerPoint presentation, and submitted a written report detailing their findings, methodology, and outcomes. This assessment promoted interdisciplinary learning, creativity, teamwork, and presentation skills while strengthening conceptual understanding. |
To enable students to relate mathematical concepts to real-world applications in their respective disciplines. To develop analytical, critical thinking, and problem-solving abilities through application-based learning. To encourage collaborative learning, communication, and presentation skills. |
• Students were divided into groups and assigned the task of identifying at least five real-world applications of mathematics in their branch of study. • Each group conducted literature surveys and collected information from reliable academic and industrial sources. • Students analyzed the selected applications and explained how matrix concepts are used to solve practical problems. • The findings were presented through PowerPoint presentations and supported with a detailed written report. |
• Students found the assessment highly engaging and different from conventional assignments. • The activity helped them understand the practical importance of mathematics in engineering and computer science. • Group discussions and presentations improved communication, collaboration, and confidence. • Students appreciated the opportunity to explore applications related to their own discipline. |
• Students demonstrated a deeper conceptual understanding of mathematics through practical applications. • Increased enthusiasm and active participation were observed throughout the activity. • The assessment strengthened research, analytical thinking, teamwork, technical presentation, and report-writing skills. • Students successfully connected mathematical theory with real-life engineering and computing problems. • The innovative assessment shifted the focus from rote learning to application-oriented and experiential learning, leading to improved engagement and higher-order thinking skills. It also provided measurable evidence of students' ability to apply mathematical concepts in interdisciplinary contexts. |
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| 540 |
Soumya Anand |
Innovate assessment method |
Innovative assessment given to S8CE(2022-26) as part of the subject CET402 : Drawing-Integrated Quantity Take-off — Linking AutoCAD Drafting with Real Estimation Practice |
Applied CAD proficiency, Design awareness |
Drawing and Estimation task, Skill integration |
Good |
Good |
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| 541 |
Rajimol Raju |
Innovate assessment method |
Research Review : The proposed innovative method focuses on developing an efficient and intelligent approach to address the limitations of existing techniques. The method integrates modern technologies and systematic processes to improve accuracy, efficiency, reliability, and overall performance. Unlike conventional approaches, the proposed method emphasizes automation, intelligent decision-making, and optimized resource utilization. It is designed to provide a practical and scalable solution that can be adapted to real-world applications. The effectiveness of the proposed method can be evaluated through suitable performance metrics and comparison with existing methods, thereby demonstrating its potential contribution to the selected research domain.
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To develop an innovative and efficient method that addresses the limitations of existing approaches and improves overall performance. To evaluate the effectiveness of the proposed method by comparing its performance with existing techniques using appropriate evaluation metrics. |
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The students actively participated in the programme and found the sessions informative, engaging, and useful. The hands-on activities helped them understand the concepts more effectively and provided practical exposure to the topic. Overall, the programme was well organized and enhanced the students’ knowledge, skills, and interest in emerging technologies. |
The programme had a significant impact on research and teaching in the field of Data Science by providing insights into intelligent agents, AI-driven decision-making, and emerging computational techniques. The knowledge gained can be applied to data collection, preprocessing, predictive analytics, machine learning, and automated decision-making. The hands-on exposure also helped identify potential research opportunities for developing intelligent, data-driven solutions and integrating AI agent technologies with Data Science applications. |
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| 542 |
Rajimol Raju |
Innovate assessment method |
Quiz – Computer Hardware : A Computer Hardware Quiz was conducted for S2 AD students to improve their knowledge and understanding of basic computer hardware components, their functions, and practical applications. The quiz encouraged active learning, strengthened students’ conceptual understanding, and helped identify areas where further learning and improvement were needed. |
To enhance the knowledge of S2 AD students about computer hardware components, their functions, and practical applications through an interactive quiz, while strengthening their conceptual understanding and encouraging self-learning. |
Quiz |
Students found the Computer Hardware Quiz interesting and useful for improving their understanding of hardware components and their functions. The quiz encouraged active participation, helped students identify their areas of weakness, and increased their confidence in applying basic hardware concepts. |
The quiz helped S2 AD students improve their understanding of basic computer hardware concepts. Most students were able to identify hardware components and explain their functions. The activity also helped assess their learning level, identify knowledge gaps, and encourage students to revise and strengthen their fundamental concepts. |
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| 543 |
Nijo M Joseph |
Innovate assessment method |
Special Assignment Assessment/Evaluation – Skit-style video role-play in the class on Management topics. - ODD SEMESTER: : Special Assignment Assessment/Evaluation - (Group Activity for S5 CH students) ----------
A different approach to assessing students using unconventional skit-style video role-play on Management topics. (Group Activity for S5 CH students). Students were divided into groups. Every group identify a Multi-National Company (MNC) of their interest. Each member will play the role of a Top Manager or a Middle Manager or a First-Line Supervisor in the video role-play. The groups create a behind-the-scenes video of a day in the life of these managers. Students are instructed to include interactions, decision-making, challenges, and tasks and commentary if required in the background. Students were assessed based on well-structured Assessment Rubric. |
To assess students' understanding of management concepts through a creative, experiential, and collaborative role-play-based group assignment. |
Students worked in groups to produce a skit-style video depicting managerial roles and workplace scenarios in a selected multinational company, and their performance was evaluated using a structured assessment rubric. |
Students appreciated the innovative assessment approach, stating that it enhanced their creativity, teamwork, and practical understanding of managerial roles and decision-making. |
The initiative promoted experiential learning, improved students' application of management concepts to real-world situations, and strengthened their communication, collaboration, and problem-solving skills. It enables students to Visualize and internalize the layered structure and complexity of managerial work. |
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| 544 |
Nijo M Joseph |
Innovate assessment method |
Special Assignment Assessment/Evaluation – Skit-style video role-play in the class on Management topics. - EVEN SEMESTER: : Special Assignment Assessment/Evaluation - (Group Activity for S6 FT & MME students - EVEN SEMESTER): ------
A different approach to assessing students using unconventional skit-style video role-play on Management topics. (Group Activity for S5 CH students). Students were divided into groups. Every group identify a Multi-National Company (MNC) of their interest. Each member will play the role of a Top Manager or a Middle Manager or a First-Line Supervisor in the video role-play. The groups create a behind-the-scenes video of a day in the life of these managers. Students are instructed to include interactions, decision-making, challenges, and tasks and commentary if required in the background. Students were assessed based on well-structured Assessment Rubric. |
To assess students' understanding of management concepts through a creative, experiential, and collaborative role-play-based group assignment. |
Students worked in groups to produce a skit-style video depicting managerial roles and workplace scenarios in a selected multinational company, and their performance was evaluated using a structured assessment rubric. |
Students appreciated the innovative assessment approach, stating that it enhanced their creativity, teamwork, and practical understanding of managerial roles and decision-making. |
The initiative promoted experiential learning, improved students' application of management concepts to real-world situations, and strengthened their communication, collaboration, and problem-solving skills. It enables students to Visualize and internalize the layered structure and complexity of managerial work. |
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| 545 |
Mathew J Joseph |
Innovative Pedagogical initiatives |
GEAR THE CURRENT : A technical treasure hunt that takes student teams through the Mechanical and Electrical labs. At each location, teams must solve a clue to proceed to the next lab and complete a short task related to that lab's domain. (Organised as part of AITHRA- as part of professional society initiatives) |
To provide students with hands-on exposure to the facilities, equipment, and applications in the Mechanical and Electrical Engineering laboratories. To enhance students' technical knowledge by engaging them in discipline-specific problem-solving and practical tasks at each laboratory. To promote teamwork, collaboration, and effective communication among participants while solving engineering challenges. |
Team Formation: Students will be divided into teams of 3–5 members. Each team will receive a unique starting clue to ensure staggered movement across laboratories. Treasure Hunt Route :The event will be conducted across selected Mechanical and Electrical Engineering laboratories. Teams will navigate from one laboratory to another by solving technical clues. Clue-Based Navigation: At each laboratory, participants must solve an engineering-related clue, puzzle, calculation, or identification task to unlock the location of the next lab. Clues will be based on fundamental concepts from Mechanical and Electrical Engineering. Laboratory Challenge: Upon reaching each laboratory, teams must complete a short technical task (3–5 minutes) related to the laboratory's equipment or discipline. Examples include: Identifying machine components or electrical devices. Performing simple measurements using engineering instruments. Interpreting engineering drawings or circuit diagrams. Answering application-based technical questions. Demonstrating proper laboratory safety practices. Evaluation: Each completed task will be assessed by faculty members using predefined rubrics based on: Accuracy, Technical understanding, Teamwork ,Time taken, Safety compliance |
Students appreciated the event's innovative format, which combined learning with problem-solving and teamwork in an engaging and competitive environment. The clue-based navigation and laboratory-specific challenges encouraged participants to apply theoretical knowledge to practical situations |
The Technical Treasure Hunt proved to be an effective experiential learning initiative that bridged theoretical knowledge with practical application. It enhanced students' technical competence, collaborative skills, and confidence while creating an enjoyable learning experience..Outcomes: Enhanced students' understanding of laboratory equipment, engineering principles, and their practical applications. Improved analytical thinking, logical reasoning, and technical problem-solving skills through clue-based tasks. Strengthened teamwork, leadership, communication, and decision-making abilities among participants.Observations : Students actively engaged in every stage of the event and demonstrated enthusiasm throughout the competition. Teams exhibited effective collaboration by distributing responsibilities and utilizing individual strengths to solve challenges. |
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| 546 |
Dr. Syamkumar K |
Innovate assessment method |
Google Forms-Based Laboratory Viva Assessment for Process Metallurgy Lab (24MTL201) : A digital viva assessment was implemented for the course 24MTL201 – Process Metallurgy Laboratory using Google Forms. Separate Google Forms were created for each laboratory experiment, consisting of experiment-specific conceptual and application-oriented questions. Students completed the viva immediately after performing the experiment, enabling objective, transparent, and efficient assessment while providing instant response recording and analysis. |
Conduct an objective and transparent laboratory viva. Assess conceptual understanding immediately after each experiment. Improve student preparedness for laboratory sessions. Reduce manual evaluation time and maintain digital assessment records. |
Google Forms-based Digital Viva Experiment-wise Online Assessment Continuous Laboratory Evaluation Automatic Response Collection and Analysis Outcome-Based Assessment (OBA) |
Students found the digital viva convenient and user-friendly. The immediate assessment encouraged better preparation before laboratory sessions and provided a fair and transparent evaluation process. |
The Google Forms-based viva improved the efficiency and consistency of laboratory assessment. Students demonstrated better conceptual understanding and preparation for each experiment. Digital record keeping simplified evaluation, reduced faculty workload, and provided systematic evidence for continuous assessment. |
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| 547 |
Nijo M Joseph |
Innovate assessment method |
Special Assignment Assessment/Evaluation – Mini Shark Tank Business proposal assignment - Business Idea pitching - Physical presentation and also video submissions. (ODD SEMESTER). : Special Assignment Assessment/Evaluation - (ODD SEMESTER) ----------
A different approach to assessing students via Entrepreneurial Idea pitching Challenge. (Group Activity for S5 CH students). Students were divided into groups to ideate and pitch a new business/startup idea. Your team will present the idea in an 8-minute pitch (PowerPoint presentation), simulating a startup investment scenario ("Shark Tank"). The pitch includes Business Idea Overview, Market Analysis, Marketing Strategy, Operations & HR Plan, Financial Overview etc. Students were assessed based on well-structured Assessment Rubric. |
To evaluate students' understanding of entrepreneurship and management concepts through an innovative, team-based business idea pitching challenge. |
Students worked in groups to develop and present a startup idea in a simulated "Shark Tank" investment pitch, covering key business aspects, and were evaluated using a structured assessment rubric. |
Students found the activity engaging and practical, highlighting that it enhanced their creativity, presentation skills, teamwork, and entrepreneurial thinking. |
The initiative strengthened students' ability to apply management principles to business planning, improved their problem-solving and communication skills, and fostered an entrepreneurial mindset. |
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| 548 |
Nijo M Joseph |
Innovate assessment method |
Special Assignment Assessment/Evaluation – Mini Shark Tank Business proposal assignment - Business Idea pitching - Physical presentation and also video submissions. (EVEN SEMESTER). : Special Assignment Assessment/Evaluation - (EVEN SEMESTER) ----------
A different approach to assessing students via Entrepreneurial Idea pitching Challenge. (Group Activity for S6 FT & S6 MME students). Students were divided into groups to ideate and pitch a new business/startup idea. Your team will present the idea in an 8-minute pitch (PowerPoint presentation), simulating a startup investment scenario ("Shark Tank"). The pitch includes Business Idea Overview, Market Analysis, Marketing Strategy, Operations & HR Plan, Financial Overview etc. Students were assessed based on well-structured Assessment Rubric. |
To evaluate students' understanding of entrepreneurship and management concepts through an innovative, team-based business idea pitching challenge. |
Students worked in groups to develop and present a startup idea in a simulated "Shark Tank" investment pitch, covering key business aspects, and were evaluated using a structured assessment rubric. |
Students found the activity engaging and practical, highlighting that it enhanced their creativity, presentation skills, teamwork, and entrepreneurial thinking. |
The initiative strengthened students' ability to apply management principles to business planning, improved their problem-solving and communication skills, and fostered an entrepreneurial mindset. |
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| 549 |
Lissa Chacko |
Innovate assessment method |
Individual Student Seminar on Applications of Matrices and Probability in Computer Science(S2 CSE B& S2 CSE C) : An innovative learning activity was conducted in which individual students presented seminars on the applications of matrices and probability in computer science. The activity was organized for two classes,( S2 CSE B& S2 CSE C)encouraging students to explore real-world applications such as image processing, machine learning, computer graphics, cryptography, data analysis, artificial intelligence, and network security. Students prepared presentations after reviewing relevant resources and presented their findings to the class, followed by interactive discussions. |
To enhance students' understanding of the practical applications of matrices and probability. To develop presentation and communication skills. To promote self-learning and literature review. To encourage analytical and critical thinking. To improve students' confidence in explaining mathematical concepts related to computer application |
Assigned individual seminar topics on applications of matrices and probability. Students conducted independent study using textbooks, research articles, and online resources. Each student delivered a seminar using presentation slides. Interactive question-and-answer sessions were conducted after each presentation. Faculty evaluated the seminars based on content, presentation quality, application relevance, and response to questions. |
Students found the seminar activity highly engaging and informative. They appreciated the opportunity to explore real-world computer science applications of mathematical concepts. The activity improved their presentation skills, confidence, and understanding of the subject. Students also valued the interactive discussions and peer learning experience. |
Improved conceptual understanding of matrices and probability through application-based learning. Enhanced communication, presentation, and research skills. Increased student participation and classroom interaction. Encouraged independent learning and critical thinking. Helped students connect mathematical concepts with computer science applications, leading to better learning outcomes. |
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| 550 |
Indu Reena Varughese |
Innovate assessment method |
Design and Demonstration of an Antenna for Real-World RF Applications : As part of the course ECT401 – Microwaves and Antennas, students were asked to design antennas based on journal papers provided to them. The activity was conducted to bridge theoretical electromagnetic concepts with
the practical design and operation of antennas used in real-world radio-frequency
communication systems. |
The major objectives of the antenna-design demonstration were to: 1. Connect theoretical electromagnetic concepts with practical antenna design. 2. Explain the stages involved in developing an antenna for a selected RF application. 3. Demonstrate the influence of antenna geometry and material parameters on performance. 4. Familiarise students with important antenna characteristics such as resonant frequency, return loss, VSWR, gain, bandwidth and radiation pattern. 5. Explain the trade-offs involved in compact and efficient antenna design. 6. Relate antenna technology to modern communication infrastructure and smart-city applications. 7. Motivate students to undertake research-oriented antenna-design projects. |
Ansys HFSS (High Frequency Structure Simulator) |
Good |
After participating in the activity, students were able to: 1. Relate electromagnetic theory to practical antenna design. 2. Identify the major stages in developing an RF antenna. 3. Explain the importance of operating frequency, substrate and feed configuration. 4. Understand the effect of design dimensions on antenna behaviour. 5. Recognise trade-offs among antenna size, gain, bandwidth and efficiency. |
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| 551 |
Dr. J P Ajithkumar |
Innovative Pedagogical initiatives |
Experiential learning : Experiential learning on 1. Non-Destructive Testing at the laboratory of the Department of MME. 2. Manufacturing Technologies at the laboratory of the Mechanical Engineering Department. |
Hands-on training on Non-Destructive Testing methods and Additive Manufacturing |
Experiential learning sessions were organized through laboratory visits to the Non-Destructive Testing (NDT) Laboratory of the Department of MME and the Manufacturing Technologies Laboratory of the Department of Mechanical Engineering. Students gained hands-on exposure to modern testing methods, manufacturing processes, laboratory equipment, and industrial practices through demonstrations and interactive sessions. |
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The experiential learning activities enhanced students' practical knowledge, technical skills, and understanding of manufacturing and testing techniques. The initiative improved their ability to relate theoretical concepts to real-world engineering applications and strengthened their industry readiness. |
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| 552 |
Dr. J P Ajithkumar |
Innovate assessment method |
Identification of problems and suggestion of solutions : Identify a problem in a small-scale industry and suggest a solution as part of the assignment |
Identify the industrial problems and suggest solutions |
As an innovative assessment method, students were assigned to identify a real-world problem faced by a small-scale industry and propose feasible engineering solutions. The activity encouraged field observation, problem analysis, and application of Manufacturing Technologies concepts. |
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The assignment enhanced students' analytical thinking, problem-solving ability, and understanding of industrial practices. It promoted creativity, industry awareness, and the practical application of manufacturing knowledge to real-life engineering challenges. |
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| 553 |
Dr. Belarmin Xavier C S |
Innovative Pedagogical initiatives |
Learn English bond and Flemish Bond : Hands-on experience in learning how to make the English bond and Flemish bond. |
Improved conceptual understanding of masonry bonding patterns. |
Learn by practical execution |
Real understanding happens in the field rather than the theory concept |
able to identify the arrangement of headers and stretchers, distinguish between the two bond types, and appreciate their structural and aesthetic applications. |
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| 554 |
Dr. Belarmin Xavier C S |
Innovative Pedagogical initiatives |
Understand the Foundation layout : Students are given hands-on experience to understand the foundation layout and the setting-out survey for foundation work and brickwork |
Improved conceptual understanding of layout study |
Learn by practical execution |
Real understanding happens in the field rather than the theory concept |
Improved confidence in applying theoretical concepts in practical situations. Enhanced awareness of construction site practices. |
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| 555 |
Dr. Belarmin Xavier C S |
Innovate assessment method |
Design and Engineering Empathy discussion : Instead of the prediction of one's own thoughts, the sympathy report is collected by the discussion and opinion of a group of students |
Generate more thought |
Discussion and presentation |
students gathered many ideas and able to filter the effective idea easily |
Promoted collaborative learning and peer interaction. |
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| 556 |
Joffie Jacob |
Innovate assessment method |
National Conference on SDG–IKS Synergy for Sustainable Development NCSISD 2026 May 14-15 2026 : All S2 EEE students successfully presented their design projects at the National Conference on SDG–IKS Synergy for Sustainable Development (NCSISD 2026).My self and Dr SN Kumar Sir guided them |
To provide students with a platform to present and showcase their innovative design projects. To enhance students' technical presentation and communication skills. To encourage research, innovation, and problem-solving aligned with the Sustainable Development Goals (SDGs) and Indian Knowledge Systems (IKS). |
Students identified engineering problems related to sustainability and developed innovative design solutions. |
The students expressed positive feedback about their participation in the conference. They appreciated the opportunity to present their design projects before experts and peers, which enhanced their confidence, presentation skills, and technical knowledge. |
The conference participation provided students with valuable exposure to research and technical presentations. It enhanced their confidence, communication, teamwork, and problem-solving skills while fostering innovation and critical thinking. The event also strengthened students' understanding of sustainable engineering practices aligned with the Sustainable Development Goals (SDGs) and Indian Knowledge Systems (IKS), motivating them to undertake future research and project-based learning. |
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| 557 |
Mathew George |
Innovative Pedagogical initiatives |
Development and Distribution of Digital Lab Manuals : Developed and provided comprehensive digital laboratory manuals in PDF format for students. Each experiment includes the complete circuit implementation using simulation software, along with verified simulation results and the corresponding expected outcomes. This enables students to understand the circuit operation, analyze the expected behavior, and compare simulation results before performing the actual laboratory experiment. The initiative enhances pre-laboratory preparation, improves conceptual understanding, reduces experimental errors, and promotes self-directed learning. (BOTH EVEN AND ODD SEM LABS) |
To enhance students' pre-laboratory preparation by providing simulation-based learning resources with verified results. |
Prepared and distributed digital lab manuals containing simulated circuit implementations, verified outputs, and expected results for each experiment. |
Students found the digital lab manuals helpful in understanding the experiments and performing laboratory work with greater confidence. |
The initiative improved students' conceptual understanding, laboratory readiness, and the accuracy of experimental implementation. |
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| 558 |
Mathew George |
Innovate assessment method |
Technical Literature Review and Critical Evaluation : Designed and implemented a research-oriented learning activity in which students were assigned to critically analyze a recent IEEE research paper titled "Enabling Mobile AI Agent in 6G Era: Architecture and Key Technologies." Students were required to evaluate the paper's problem statement, methodology, proposed architecture, strengths, limitations, and future scope, and submit a structured technical review. This activity promoted self-learning, research aptitude, critical thinking, technical writing, and familiarized students with contemporary research in wireless communication and 6G technologies. |
To develop students' critical thinking, research aptitude, and technical analysis skills through the review of a recent IEEE research paper. |
Assigned students to critically analyze an IEEE paper and submit a structured review covering the problem statement, methodology, proposed architecture, strengths, limitations, and future scope. |
Students reported that the activity enhanced their understanding of emerging research trends and improved their ability to interpret technical research papers. |
The assignment strengthened students' research orientation, analytical thinking, technical writing, and ability to evaluate contemporary engineering solutions. |
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| 559 |
Mathew George |
Innovate assessment method |
MATLAB-Based Simulation Assignment for Performance Analysis of Wireless Modulation Techniques : Designed and implemented a simulation-based assignment in which students used MATLAB to evaluate the performance of BPSK, QPSK, and QAM modulation schemes in wireless fading channels and completed a comparative course project. The activity enabled students to validate theoretical concepts through simulation, analyze system performance under different channel conditions, and interpret the results using engineering principles. |
To strengthen students' understanding of wireless communication concepts through hands-on MATLAB simulation and performance analysis of digital modulation techniques. |
Students were assigned to develop MATLAB simulations, compare the performance of BPSK, QPSK, and QAM modulation schemes, and submit a technical report with simulation results and analysis. |
Students found the MATLAB-based assignment effective in bridging theoretical concepts with practical implementation and improving their programming and analytical skills. |
The activity enhanced students' simulation proficiency, problem-solving ability, and understanding of wireless communication system performance under realistic channel conditions. |
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| 560 |
Mathew George |
Innovative Pedagogical initiatives |
Advance Distribution of Comprehensive Handwritten Notes Covering All Five Modules : Prepared comprehensive handwritten lecture notes covering all five modules of the courses Analog Integrated Circuits and Analog Circuits and distributed them to students before the commencement of classes. The notes include detailed theory, circuit diagrams, derivations, design procedures, solved examples, and important concepts, enabling students to prepare in advance, actively participate in classroom discussions, and strengthen their conceptual understanding throughout the course. |
To facilitate effective pre-class learning and enhance students' conceptual understanding by providing comprehensive handwritten notes covering all five modules before the commencement of classes. |
Prepared and distributed handwritten notes covering all five modules in advance, enabling students to preview the course content, engage actively during lectures, and use the material for continuous learning and revision. |
Students appreciated the availability of comprehensive handwritten notes, stating that they improved lecture comprehension, reduced dependency on multiple reference materials, and supported effective revision. |
The initiative enhanced students' preparedness, classroom participation, conceptual clarity, and overall academic performance by providing structured learning material for the entire syllabus in advance. |
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| 561 |
Mathew George |
Innovative Pedagogical initiatives |
Preparation and Distribution of Module-wise Question Bank Based on Previous University Examination Papers : Prepared a comprehensive module-wise Question Bank for the KTU curriculum by systematically compiling and categorizing questions from the previous five years of University examinations. Since no official question bank was available for the course, the resource was developed to help students identify important topics, understand question patterns, and prepare effectively for both Internal Assessment and University examinations. |
To enhance students' examination preparedness by providing a structured module-wise question bank based on previous five years of University examination questions. |
Collected, analyzed, and organized previous five years of University examination questions module-wise and distributed the compiled question bank to students as a structured revision and practice resource. |
Students found the module-wise question bank highly useful for focused preparation, understanding examination patterns, and improving confidence for both internal and University examinations. |
The initiative improved students' exam readiness, revision efficiency, and confidence by providing a structured collection of frequently asked and concept-oriented University examination questions. |
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| 562 |
Toms Philip |
Innovative Pedagogical initiatives |
Presentations on select advanced topics MET 201 Mechanics of Solids : Presentations on select advanced topics |
Improve understanding & presentation |
Presentation |
Good |
Good |
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| 563 |
Toms Philip |
Innovative Pedagogical initiatives |
Presentations on select advanced topics MET 416 Composite Materials : Presentations on select advanced topics MET 416 Composite Materials |
Improve understanding & presentation |
Presentation |
Good |
Good |
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| 564 |
Toms Philip |
Innovative Pedagogical initiatives |
Design Thinking for Sustainable Goals - For S2 ME : To inculcate Design Thinking and innovation in students |
To inculcate Design Thinking |
Session |
Good |
Good |
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| 565 |
Toms Philip |
Innovative Pedagogical initiatives |
Design Thinking for Sustainable Goals - For S2 CH : To inculcate Design Thinking and Innovation |
To inculcate Design Thinking |
Session |
Good |
Good |
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| 566 |
Dr. Manu Harilal |
Innovative Pedagogical initiatives |
Case Study Method : Teaching using industrial failure cases like Bhopal gas tragedy, Chernobyl disaster, Flixborough disaster etc. The students come up with their thoughts about the possibilities of failure and what kind of solutions they can suggest. |
The objective of this activity is to help students understand the causes and consequences of major industrial disasters through real-life case studies. It aims to develop their critical thinking, analytical, and problem-solving skills by encouraging them to identify possible reasons for failure and suggest practical engineering solutions. The activity also promotes awareness of industrial safety, engineering ethics, environmental responsibility, and the application of theoretical knowledge to real-world engineering problems. |
Students are introduced to major industrial disaster case studies such as the Bhopal Gas Tragedy, Chernobyl Disaster, and Flixborough Disaster through videos, reports, and presentations. They work individually or in groups to analyze the root causes, identify technical and managerial failures, discuss the possible reasons for the incidents, and propose preventive measures and engineering solutions. The activity concludes with group presentations, class discussions, and faculty feedback to reinforce learning and encourage critical thinking. |
Students responded positively to the activity, appreciating the use of real-world industrial case studies to connect theoretical concepts with practical applications. They found the discussions engaging and informative, which enhanced their critical thinking, problem-solving abilities, and awareness of industrial safety and engineering ethics. Many students reported that analyzing actual failures helped them better understand the importance of preventive engineering and risk management. |
The activity significantly improved students' ability to analyze complex engineering problems from a multidisciplinary perspective. Students demonstrated better critical thinking, active participation, and confidence in discussing real-world industrial challenges. They were able to identify the root causes of failures, relate theoretical concepts to practical situations, and propose feasible preventive measures. The activity also fostered greater awareness of industrial safety, engineering ethics, and the importance of adopting a proactive approach to risk management in engineering practice. |
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| 567 |
Dr. Manu Harilal |
Innovate assessment method |
Industry-Oriented Certification-Based Assessment : As part of the continuous assessment process, students were encouraged to complete an OSHA online certification course relevant to the subject from recognized learning platforms . Instead of relying solely on conventional assignments, students demonstrated their understanding by successfully completing the certification and submitting the certificate. This assessment method promoted self-directed learning, exposed students to current industry practices, and encouraged them to acquire additional knowledge beyond the prescribed curriculum while earning industry-recognized credentials. |
To encourage self-directed learning, enhance industry-relevant skills, and assess students' understanding beyond the traditional classroom by integrating online certification courses into the continuous assessment process. |
Students were assigned to complete an online certification course relevant to the subject from recognized learning platforms. The certificates, along with a brief summary or presentation on the key learnings, were submitted as part of the internal assessment. The evaluation considered course relevance, successful completion, understanding of concepts, and the ability to relate the acquired knowledge to the curriculum. |
Students appreciated the opportunity to earn industry-recognized certifications while gaining additional knowledge beyond the syllabus. The activity improved their confidence, technical competence, and awareness of emerging technologies. |
The assessment promoted lifelong learning, increased student engagement with online learning platforms, and enhanced employability by motivating students to acquire certified skills. It also encouraged independent learning and helped bridge the gap between academic curriculum and industry expectations. |
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| 568 |
Shiney Thomas |
Innovative Pedagogical initiatives |
A Flipped/Blended Learning Initiative- Created You-tube videos for lectures on Advanced Data Structure : As part of an innovative pedagogical initiative, video lectures covering key topics in Advanced Data Structures were recorded and uploaded to YouTube for student access. |
To provide students with anytime, anywhere access to core concepts in Advanced Data Structures To support visual and self-paced learners who need to revisit complex topics multiple times |
Videos were uploaded to a YouTube channel/playlist and the links were shared with students via [Google Classroom and Moodle] |
Very useful |
The videos also served as a valuable revision resource before internal and end-semester examinations. |
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| 569 |
Dr. Sinciya P O |
Innovative Pedagogical initiatives |
Theory of Computation - Peer Group Learning : Peer Group Learning is a collaborative teaching approach in which students work in small groups to learn, discuss, and solve Theory of Computation (TOC) concepts together. Each group is assigned a specific topic or problem, such as Regular Expressions, Finite Automata, Context-Free Grammars, Pushdown Automata, Turing Machines, or Decidability. Students explain concepts to one another, solve problems collaboratively, and present their solutions to the class. |
To enhance students' conceptual understanding of Theory of Computation through collaborative learning. To develop analytical and problem-solving skills by solving TOC problems in groups. To encourage active participation and peer-to-peer knowledge sharing, To promote critical thinking through discussions on automata, grammars, and computational models. |
Divide the class into small groups of 5–6 students. Assign each group a TOC topic or problem (e.g., DFA minimization, NFA to DFA conversion, CFG design, left recursion elimination, Turing Machine design). Allow groups to discuss the problem, identify the solution approach, and prepare the solution collaboratively. Encourage each member to contribute by explaining concepts or solving a part of the problem. Have each group present its solution to the class. Facilitate class discussions where other groups ask questions, identify alternative solutions, or provide feedback. |
Students provided positive feedback, stating that peer group learning made the subject more interesting, interactive, and easier to understand. |
Result improved. |
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| 570 |
Anu Abraham Mathew |
Innovative Pedagogical initiatives |
Integration of MATLAB Onramp MOOC for Self-Paced Learning in Digital Signal Processing : To strengthen students' computational skills before introducing simulation-based Digital Signal Processing concepts, the MATLAB Onramp self-paced online course was integrated as a mandatory preparatory learning activity. Students completed the structured MOOC and acquired foundational MATLAB programming skills required for subsequent DSP simulations and assignments. This blended learning approach promoted self-directed learning and ensured uniform software competency across the class. |
Develop fundamental MATLAB programming skills. Promote self-paced and lifelong learning. Prepare students for simulation-based DSP experiments. Encourage independent learning using online learning resources. |
Blended Learning, MOOC-Based Learning, Self-Paced Learning, Flipped Learning, Technology-Enabled Learning |
Students found the structured online course easy to follow and beneficial in learning MATLAB fundamentals. The certification improved their confidence in implementing simulation-based DSP assignments. |
The existing licence facility for MATLAB access was utilized by the students to complete the certification and the rest of the assignments. |
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| 571 |
Anu Abraham Mathew |
Innovative Pedagogical initiatives |
Integrated Cross-Course Assignment for Digital Signal Processing and Analog-to-Digital Communication : An innovative integrated assignment was designed jointly for the Digital Signal Processing (DSP) and Analog-to-Digital Communication (ADC) courses offered in the same semester. Instead of conducting separate assignments for each course, students completed a single comprehensive assignment that combined concepts from both subjects. The activity required students to implement sampling, quantization, μ-law/A-law companding, modulation, FFT-based spectrum analysis, FIR/IIR filtering, and equalization using MATLAB. The integrated design enabled students to understand the relationship between communication systems and signal processing while reducing repetitive assessments and promoting interdisciplinary learning. |
Integrate learning outcomes of DSP and ADC through a unified assessment. Demonstrate the relationship between communication theory and signal processing. Develop MATLAB programming and simulation skills. Reduce redundant assessments while improving learning effectiveness. Encourage application-oriented and interdisciplinary problem solving. |
Integrated Course Assessment Interdisciplinary Learning Simulation-Based Learning MATLAB-Based Experiential Learning Problem-Based Learning Continuous Assessment |
Students appreciated working on a single integrated assignment instead of separate assignments for each course. |
The integrated assessment improved students' conceptual understanding across both courses by highlighting their practical interdependence. |
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| 572 |
Anu Abraham Mathew |
Innovative Pedagogical initiatives |
Industry Scenario-Based Research and Project Learning in Digital Signal Processing : Students were assigned domain-specific industrial challenges covering wireless communications, biomedical engineering, image and video processing, automotive systems, remote sensing, speech processing, radar, financial signal processing, and Industrial IoT. Each student team conducted a literature survey of IEEE/Scopus-indexed research papers, identified research gaps, proposed implementation strategies, and developed MATLAB-based solutions to address real-world DSP problems. The activity concluded with technical presentations and project demonstrations, promoting research-oriented and experiential learning. |
Bridge classroom learning with industrial DSP applications. Develop research aptitude through literature survey. Enhance problem-solving using MATLAB-based implementation. Foster teamwork, innovation, and technical communication. |
Students demonstrated improved research skills, practical implementation ability, teamwork, and technical presentation skills. |
Students appreciated the opportunity to work on contemporary engineering problems and found the combination of literature review, MATLAB implementation, and project presentation highly engaging and relevant to industry. |
Students demonstrated research skills and team work. |
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| 573 |
Fr. Dr. Siju John |
Innovate assessment method |
Storyboard-Based Learning for Client–Server Architecture : A storyboard-based teaching method was used to explain the concept of client–server architecture. Students were presented with a sequence of illustrated scenes showing how a client sends a request, how the server processes the request, and how the response is returned to the client.
The storyboard included real-world examples such as accessing a website, logging in to an online application, retrieving data from a database, and receiving a response from the server. The visual and sequential presentation helped students understand the communication process between clients and servers more clearly. |
To explain client–server architecture through a simple visual approach. To help students understand the request–response communication process. To improve students’ attention and participation during the class. To connect theoretical concepts with real-world applications. To encourage students to organise technical concepts in a logical sequence. |
A user interacting with a client device or application. The client sending a request through a network. The server receiving and processing the request. The server accessing the required data or service. The server sending the response back to the client. The client displaying the result to the user. |
Students reported that the storyboard method made the concept of client–server architecture easier to understand. They found the visual sequence more interesting than a conventional lecture-based explanation. Students were highly attentive throughout the class and actively participated in the discussion. |
The storyboard-based teaching method improved students’ attention, participation, and conceptual understanding. Students were able to explain the stages of client–server communication in the correct sequence and distinguish between the roles of the client and the server. |
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| 574 |
Dr. Abubeker K M |
Innovative Pedagogical initiatives |
CASE STUDY AND IMPLEMENTATION REPORT Embedded-C-Based DC Motor Interfacing with 8051 Microcontroller Using Proteus : CASE STUDY AND IMPLEMENTATION REPORT
Embedded-C-Based DC Motor Interfacing with 8051 Microcontroller Using Proteus
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• Protect the 8051 from the motor’s high-current requirement. • Provide suitable control signals to the motor driver. • Rotate the motor in clockwise and anticlockwise directions. • Produce correct output for the programmed input conditions. • Demonstrate error-free integration between hardware and firmware. |
Proteus Design Suite |
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| 575 |
Fr. Dr. Siju John |
Innovate assessment method |
Interactive Story and Video-Based Teaching in Cloud Computing : An interactive story supported by short videos was used to explain fundamental concepts in Cloud Computing. The story presented a real-life situation in which users access files, applications, and services through the internet. Videos were included at different stages to demonstrate how cloud services work in practical scenarios. |
To explain cloud computing concepts through an engaging teaching method. To connect theoretical concepts with real-world cloud applications. To improve student attention and classroom participation. To help students understand cloud services using visual examples. To make complex technical concepts easier to remember. |
The topic was introduced through an interactive story involving users, cloud service providers, data centres, and internet-based applications. Short videos were used to demonstrate cloud storage, online applications, resource sharing, and remote data access. During the story, students were asked questions and encouraged to identify cloud computing components and services. Discussion and video-based explanations were used to assess their understanding and participation. |
Students found the interactive story and videos interesting and easy to understand. They reported that the method helped them connect cloud computing concepts with familiar applications such as Google Drive, online email, video streaming, and cloud-based software. Students were attentive and actively participated in the classroom discussion. |
The method improved student attention, participation, and understanding of cloud computing concepts. Students were able to explain how cloud services are accessed through the internet and identify common cloud-based applications. The combination of storytelling and video created an engaging and learner-centred classroom environment. |
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| 576 |
Dr. Aswathy Asok |
Innovate assessment method |
Conducted mock interview sessions for final-year students during placement training and comprehensive viva sessions to enhance their confidence and preparedness for technical and HR interviews. : Mock interview sessions were conducted for final-year students during placement training and comprehensive viva hours to simulate real recruitment processes. The sessions included technical and HR interview rounds, providing students with constructive feedback on their communication skills, technical knowledge, problem-solving ability, and overall interview performance. The initiative helped students identify their strengths and areas for improvement, thereby enhancing their confidence, interview readiness, and employability. |
The objective of conducting mock interview sessions was to equip final-year students with the confidence, communication skills, and interview techniques required to perform effectively in technical and HR interviews during campus placements. |
Mock interview sessions were conducted during placement training and comprehensive viva hours by simulating real technical and HR interview scenarios, followed by individualized feedback to help students improve their performance, communication skills, and confidence. |
Students reported that the mock interview sessions significantly improved their confidence, communication skills, and preparedness to face technical and HR interviews during campus placements. |
The mock interview sessions significantly enhanced students' interview readiness, technical and communication skills, and self-confidence, resulting in improved performance during campus placement drives. |
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| 577 |
Fr. Dr. Siju John |
Innovate assessment method |
Assignment-Based Group Presentation and Peer Evaluation : An innovative group presentation and peer-evaluation method was used to improve students’ understanding and learning. Students were divided into groups and assigned different topics. Each group presented its topic using creative formats such as drama, debate, reality shows, role-play, demonstrations, and multimedia presentations.
While one group presented, the other groups evaluated the presentation based on content, clarity, creativity, teamwork, communication, and overall effectiveness. A common quiz was conducted after the presentations to assess students’ understanding of all the topics. |
To improve students’ understanding of the assigned topics. To encourage active learning and student participation. To develop presentation, communication, and teamwork skills. To promote creativity through different presentation formats. To introduce peer evaluation and constructive feedback. To assess students’ learning through a common quiz. |
Students were organised into groups and assigned different topics related to the subject. Each group prepared and presented the topic using a format of its choice, including drama, debate, reality shows, role-play, demonstrations, or video-supported presentations. During each presentation, the other student groups acted as evaluators. They assessed the presenting group using predefined criteria such as subject knowledge, presentation clarity, creativity, teamwork, time management, and audience engagement. After all the presentations, a common quiz was conducted to evaluate students’ overall understanding. Feedback was collected from students, including both positive observations and suggestions for improvement. |
Students responded positively to the activity and reported that it made the classroom more interactive and enjoyable. They appreciated the opportunity to present topics using different creative models. They also found peer evaluation useful for understanding their strengths and areas that required improvement. Students suggested improvements related to time management, presentation organisation, equal participation among group members, and the use of additional visual materials. |
The method was highly effective in improving students’ understanding, participation, creativity, and confidence. Students actively engaged with the topics and demonstrated them through innovative formats such as drama, debates, and reality shows. A major highlight of the activity was that students genuinely evaluated one another and provided constructive feedback. The common quiz helped assess their understanding of all the topics presented. Overall, the method created an interactive, student-centred learning environment and improved communication, teamwork, critical thinking, and evaluation skills. |
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| 578 |
Jojo Saju |
Innovate assessment method |
HYDRO ELECTRIC POWER SATION visit an experiential learning activity : Innovative Teaching, learning, and Assessment/Evaluation of Assignment(Mark :15)
Experiential Learning through Hydroelectric Power Station Visit- Bridge the gap between classroom theory and industrial practice.
Understand the working principles of hydraulic turbines, generators, governors, draft tubes, and auxiliary systems.
Learning Activities
Before the Visit- Study the layout of a hydroelectric power plant.
During the Visit- Students collect information on: Water intake system, Penstock, Surge tank, Turbine type and specifications, Draft tube, Generator, Governor mechanism
They record: Photographs (where permitted), Sketches, Flow diagrams, Plant specifications, Operating parameters
After the Visit- Group discussion/ presentation, Technical report and Viva
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Bridge the gap between classroom theory and industrial practice. Understand the working principles of hydraulic turbines, generators, governors, draft tubes, and auxiliary systems. Relate theoretical concepts to real-world applications. Enhance critical thinking through observation and interaction with industry experts. |
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| 579 |
Jojo Saju |
Innovative Pedagogical initiatives |
Experiential Learning through Practical Investigation in Hydraulic Machines Laboratory : To enable students to understand the operating principles, performance characteristics, and applications of hydraulic machines through hands-on experimentation, data analysis, and reflective learning. |
To enable students to understand the operating principles, performance characteristics, and applications of hydraulic machines through hands-on experimentation |
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| 580 |
Indu Reena Varughese |
Innovative Pedagogical initiatives |
Universal Human Values (UHV), Nature as Co-existence, Four Orders, Biomimicry, SDGs, and Engineering Design Thinking. : An experiential learning activity was conducted to help students understand the concept of harmony among the Four Orders of Nature (Material, Plant, Animal, and Human) through engineering design thinking. Students worked in teams to identify real environmental issues within the campus or local community, analyse their impact on different orders of nature, and propose innovative, sustainable engineering solutions aligned with the Sustainable Development Goals (SDGs). The activity integrated environmental awareness, collaborative learning, critical thinking, and problem-solving through prototype design, presentations, and visual storytelling |
1. Encourage students to apply engineering knowledge to solve real-world environmental problems. Promote sustainable development practices aligned with the UN Sustainable Development Goals. 3. Enhance creativity, innovation, teamwork, communication, and design thinking skills. 4. Foster environmental responsibility and ethical decision-making among engineering students.2. |
Activity-Based Learning / Collaborative Learning / Problem-Based Learning / Peer Learning and Reflective Discussion |
Team-based discussions and sustainability mapping enhanced their understanding of environmental responsibility. |
The activity promoted creativity, critical thinking, collaboration, and social responsibility while strengthening their understanding of sustainable development and ethical engineering practices. The quality of student participation and presentations indicated enhanced engagement, practical learning, and outcome-based achievement. |
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| 581 |
Dr. Manu Harilal |
Innovate assessment method |
Course Project on Sustainable Engineering : As part of the course, students were assigned a project focused on sustainable engineering practices to address real-world environmental and societal challenges. Students identified a sustainability-related problem, such as waste management, energy efficiency, recycling, green materials, circular economy, or pollution control, and proposed innovative engineering solutions based on scientific principles. The project encouraged students to integrate technical knowledge with sustainability concepts, conduct independent research, and present practical, environmentally responsible solutions. This activity promoted experiential learning, creativity, teamwork, and the application of engineering principles to achieve sustainable development goals. |
The objective of this course project is to develop students' understanding of sustainable engineering principles by applying theoretical concepts to real-world problems. It aims to enhance their research, problem-solving, teamwork, and critical thinking skills while encouraging them to design innovative, environmentally responsible, and sustainable engineering solutions. |
Students were assigned group projects on topics related to sustainable engineering, such as waste management, recycling, green materials, energy efficiency, pollution control, or the circular economy. They conducted literature reviews, identified practical engineering challenges, proposed sustainable solutions, and prepared a project report and presentation. The projects were evaluated based on innovation, technical feasibility, sustainability aspects, and the quality of analysis and presentation. |
Students responded positively to the course project, stating that it enhanced their understanding of sustainable engineering concepts and their practical applications. They appreciated the opportunity to work on real-world environmental challenges, which improved their research, teamwork, problem-solving, and presentation skills. The project also increased their awareness of sustainable development practices and encouraged them to think creatively about engineering solutions that balance technical, environmental, and societal needs. |
Students will be able to identify and analyze sustainability-related engineering problems considering environmental, social, and economic aspects. Students will demonstrate the ability to apply engineering principles to develop sustainable and resource-efficient solutions. The project will enhance students’ awareness of sustainable materials, energy-efficient processes, waste reduction, and eco-friendly technologies. Students will develop problem-solving, critical thinking, and design skills aligned with real-world sustainability challenges. The activity will improve teamwork, communication, and project management skills through collaborative learning. Students will be able to evaluate the environmental impact of engineering solutions using life cycle and sustainability concepts. The project will promote ethical responsibility and societal awareness, aligning engineering practices with sustainable development goals (SDGs). Students will be better prepared to integrate sustainability considerations in professional engineering practice and future research. |
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| 582 |
Dr. Manu Harilal |
Innovate assessment method |
Seminar Presentation on selected topics in sustainable engineering : This seminar aims to explore one of the key themes in sustainable engineering, focusing on innovative technologies and environmental protection measures that contribute to a more sustainable future. The selected topic will be discussed in detail, covering its basic principles, significance in sustainable development, recent technological advancements, challenges faced in implementation, and real-world applications. Through this presentation, students will gain an understanding of how engineering solutions can be aligned with the United Nations Sustainable Development Goals (SDGs), promoting responsible resource utilization, renewable energy adoption, and environmental conservation. The seminar will also emphasize the importance of integrating social, economic, and technological dimensions in achieving long-term sustainability. |
The objective of the seminar presentation is to enhance students' understanding of emerging trends and concepts in sustainable engineering through independent study and knowledge sharing. It aims to improve their research, communication, critical thinking, and presentation skills while encouraging them to explore innovative and sustainable engineering solutions. |
Each student or student group was assigned a topic related to sustainable engineering, such as renewable energy, green materials, circular economy, waste management, carbon neutrality, or sustainable manufacturing. Students conducted literature reviews using books, journals, and reliable online resources, prepared seminar presentations, and presented their findings to the class. The presentations were followed by interactive discussions and a question-and-answer session. Evaluation was based on the quality of content, presentation skills, understanding of the topic, and ability to respond to questions. |
Students found the seminar presentations informative and engaging, as they provided exposure to current developments in sustainable engineering beyond the prescribed syllabus. They appreciated the opportunity to improve their public speaking, research, and communication skills while learning from their peers. The interactive discussions helped deepen their understanding of sustainability concepts and their engineering applications. |
The seminar activity enhanced students' confidence, technical knowledge, and presentation abilities. It encouraged independent learning, improved awareness of contemporary sustainability challenges, and promoted critical analysis of engineering solutions. Students demonstrated better communication skills, greater engagement in classroom discussions, and a broader perspective on the role of engineers in achieving sustainable development. |
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| 583 |
Dr. Syamkumar K |
Innovate assessment method |
Combined Assignment-Based Assessment for 24MTT203 – Principles of Physical Metallurgy and 24MTT205 – Heat Treatment Principles and Phase Transformations : Designed and implemented a combined assignment integrating the courses 24MTT203 – Principles of Physical Metallurgy and 24MTT205 – Heat Treatment Principles and Phase Transformations. The assessment required students to apply concepts from both courses, including the Fe–C phase diagram, phase transformations, heat treatment processes, microstructural evolution, mechanical properties, and engineering applications. The integrated assessment promoted interdisciplinary learning, analytical thinking, and the application of metallurgical principles to practical engineering problems rather than assessing individual topics independently. |
To assess students' ability to integrate concepts from Physical Metallurgy and Heat Treatment Principles for solving engineering problems involving phase transformations, microstructural evolution, and property enhancement.To assess students' ability to integrate concepts from 24MTT203 – Principles of Physical Metallurgy and 24MTT205 – Heat Treatment Principles and Phase Transformations by applying metallurgical principles to solve engineering problems. |
Integrated assignment, case-based learning, application-oriented assessment, interdisciplinary learning, Outcome-Based Assessment (OBA), and rubric-based evaluation. |
Students found the integrated assignment engaging and appreciated its emphasis on applying concepts rather than memorization. The activity improved conceptual understanding and analytical problem-solving skills. |
The assessment enhanced students' ability to correlate the Fe–C phase diagram, phase transformations, heat treatment processes, microstructure, and material properties. It promoted higher-order thinking, improved Course Outcome attainment, and encouraged application-based learning. |
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| 584 |
Indira V |
Innovate assessment method |
Course based project-23CHT307 Instrumentation and Process Control : As part of the Instrumentation and Process Control course, students were assigned a microproject. The
completed microprojects were evaluated and the scores were incorporated into the internal
assessment. |
To apply theoretical concepts of instrumentation and process control to practical engineering problems. |
Working models |
Very good |
To apply theoretical concepts of instrumentation and process control to practical engineering problems. |
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| 585 |
Dr. Syamkumar K |
Innovate assessment method |
Integrated Assignment-Based Assessment in 24MTT202 – Metallurgical Thermodynamics : Designed and implemented an integrated assignment for 24MTT202 – Metallurgical Thermodynamics that required students to analyze metallurgical reactions by combining concepts of Gibbs free energy, thermodynamic feasibility, reaction kinetics, equilibrium, and industrial process parameters. The assessment promoted application-oriented learning, analytical thinking, and engineering decision-making through real metallurgical process scenarios. |
To assess students' ability to integrate thermodynamic principles and reaction kinetics for analyzing and solving practical metallurgical process problems. |
Integrated assignment, case-based learning, application-oriented assessment, analytical problem solving, Outcome-Based Assessment (OBA), and rubric-based evaluation. |
Students found the integrated assignment effective in relating thermodynamic concepts to industrial metallurgical processes. The activity improved conceptual understanding, analytical reasoning, and problem-solving skills. |
The assessment enhanced students' ability to evaluate thermodynamic feasibility, interpret reaction mechanisms, and analyze the influence of process parameters on metallurgical reactions. It strengthened higher-order thinking skills and improved attainment of course outcomes through application-based learning. |
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| 586 |
Vineeth Shanmughom |
Innovative Pedagogical initiatives |
Micro Project : Students were instructed to visit any retail shop and identify a product of their choice, then identify the Beak Even Point of it. |
Learn how real businesses separate their expenses, Analyze Pricing & Margins |
Field Work |
Positive response- engagement |
Students gain practical financial insight by identifying how much inventory a store must sell to cover costs and achieve profitability. |
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| 587 |
Dr. Jacob John |
Innovate assessment method |
Internal evaluation of 23CST303-Database Management Systems by doing NPTEL and Mini project : For the internal evaluation of 23CST303-Database Management Systems Sem 5 of Academic Year 2025 to 2026, students are informed to do NPTEL certification on DBMS for internal assessment of 10 marks and a mini project on DBMS for internal assessment o5 marks. |
Students gained more knowledge on the subject by doing NPTEL certification and acquired practical skills by implementing miniproject |
Mini Project using PL/SQL with a user interface for data entry and report view/generation facility. |
Good |
All students developed mini project different topics. |
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| 588 |
Dr. Anish R |
Innovative Pedagogical initiatives |
A technical treasure hunt that takes student teams through the Mechanical and Electrical labs. : A technical treasure hunt that takes student teams through the Mechanical and Electrical labs. At each location, teams must solve a clue to proceed to the next lab and complete a short task related to that lab's domain. (Organised as part of AITHRA- as part of professional society initiatives) |
To provide students with hands-on exposure to the facilities, equipment, and applications in the Mechanical and Electrical Engineering laboratories. To enhance students' technical knowledge by engaging them in discipline-specific problem-solving and practical tasks at each laboratory. To promote teamwork, collaboration, and effective communication among participants while solving engineering challenges. |
Team Formation: Students will be divided into teams of 3–5 members. Each team will receive a unique starting clue to ensure staggered movement across laboratories. Treasure Hunt Route :The event will be conducted across selected Mechanical and Electrical Engineering laboratories. Teams will navigate from one laboratory to another by solving technical clues. Clue-Based Navigation: At each laboratory, participants must solve an engineering-related clue, puzzle, calculation, or identification task to unlock the location of the next lab. Clues will be based on fundamental concepts from Mechanical and Electrical Engineering. Laboratory Challenge: Upon reaching each laboratory, teams must complete a short technical task (3–5 minutes) related to the laboratory's equipment or discipline. Examples include: Identifying machine components or electrical devices. Performing simple measurements using engineering instruments. Interpreting engineering drawings or circuit diagrams. Answering application-based technical questions. Demonstrating proper laboratory safety practices. Evaluation: Each completed task will be assessed by faculty members using predefined rubrics based on: Accuracy, Technical understanding, Teamwork ,Time taken, Safety compliance |
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The Technical Treasure Hunt proved to be an effective experiential learning initiative that bridged theoretical knowledge with practical application. It enhanced students' technical competence, collaborative skills, and confidence while creating an enjoyable learning experience..Outcomes: Enhanced students' understanding of laboratory equipment, engineering principles, and their practical applications. Improved analytical thinking, logical reasoning, and technical problem-solving skills through clue-based tasks. Strengthened teamwork, leadership, communication, and decision-making abilities among participants.Observations : Students actively engaged in every stage of the event and demonstrated enthusiasm throughout the competition. Teams exhibited effective collaboration by distributing responsibilities and utilizing individual strengths to solve challenges. |
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| 589 |
Dr. Swaroop S Kumar |
Innovate assessment method |
Innovative assessment MNC180 : A self contained browser based online exam based system was designed and deployed. The system replaces conventional paper based exam. |
Instant, automated grading on submission, Auto-generated result certificate for each student, showing score, grade, correct/wrong/skipped counts, module-wise break-up, and a full answer review, with a print/save-as-PDF option and a CSV download of their own result. |
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| 590 |
Christeena Mariam Thomas |
Innovative Pedagogical initiatives |
Experiential learning : A pedagogical industrial visit organized to bridge theoretical classroom concepts with real world chemical process engineering, plant safety, and unit operations at KMML. |
To understand large-scale chemical process operations and control, To observe the mineral beneficiation and purification steps, To study TiO₂ pigment manufacturing using the sulphate process. |
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The industrial visit provided valuable real world exposure to large scale chemical manufacturing and mineral processing operations. Students gained clear practical insight into theoretical concepts. |
Enhanced practical knowledge, Bridging theory and practice, Safety and sustainability awareness. |
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| 591 |
Dr. Jerin Jose |
Innovative Pedagogical initiatives |
Videos for better understanding : Showed videos of various unit operations and unit processes in wastewater treatment, air pollution control and solid waste management for better understanding of the course 23CHT303 Environmental Engineering. |
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| 592 |
Dr. Jerin Jose |
Innovative Pedagogical initiatives |
Case Study Method : Various case studies related to environmental issues such as Mardu flat demolition, Sterlite Copper Plant Shutdown in Thoothukudi, Tamil Nadu, Book 'Silent Spring' responsible for modern environmental movement, issues of drinking RO treated water was discussed in class for a better understanding of the subject. |
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| 593 |
Dr. Jerin Jose |
Innovative Pedagogical initiatives |
Industrial Visits to Travancore Cochin Chemicals (TCC, Kochi) and St.Mary's Rubbers Ltd., Kanjirappally : For experiential learning, B.Tech Chemical Engg 2023-27 Batch students visited two industries Travancore Cochin Chemicals (TCC, Kochi) and St.Mary's Rubbers Ltd., Kanjirappally. In TCC, they learned about the manufacturing processes of sodium hydroxide (lye and flakes), sodium chlorate, liquid chlorine, sodium hypochlorite, and HCl. In St.Mary's Rubbers, students gained practical exposure to rubber processing, compounding, and industrial manufacturing techniques. The visit provided valuable insights into realworld plant operations, quality control, and safety practices in the rubber industry. |
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| 594 |
Indira V |
Innovate assessment method |
BTCH2023-27-S6 : 23CHT322-Energy Engineering-Assignment 2 : Seminar for BTCH2023-27-S6 : 23CHT322-Energy Engineering-Assignment 2 |
To improve the presentation skill and PPT preparation |
Presentation |
Good |
It improved their communication and presentation skill. |
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| 595 |
Rijin M D Tom |
Innovative Pedagogical initiatives |
Actively involves students in discussions. : During the CED 2 design hours, carried out discussions on the industries they visited to have a better idea of what they are designing |
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| 596 |
Dr. Jerin Jose |
Innovate assessment method |
Innovative Assignments : For the course 23CHT303, two Innovative Assignments was given. In one Assignment, students were made into different groups having 6 members each and they were told to do a field survey in AJCE campus for various types of wastes generated in the campus and how they are handled currently and to propose innovative and more environment friendly methods to handle each category of wastes.
In the second Assignment, each individual student was given a topic based on a real world environmental
problem/disaster, and they were instructed to identify its causes, describe its
impacts, and the lessons learned or how it influenced the local or global environmental scenario/regulations and to present their findings. |
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| 597 |
Dr. Jerin Jose |
Innovative Pedagogical initiatives |
Experiential Learning by doing Internships : Most of the students were encouraged to do minimum 2 week internships during summer vacation. Internships were done in reputed industries such as HLL Lifecare Ltd Trivandrum, KMML Kollam, TCC Kochi, Travancore Titanium Products Ltd Trivandrum, IPCS Global Calicut, SIFL Thrissur, Arjuna Naturals Pvt Ltd Aluva and Dept. of Nanoscience and Technology University of Calicut. |
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| 598 |
Indira V |
Innovative Pedagogical initiatives |
23CHT322-Energy Engineering-course materials : Course materials provided: 23CHT322-Energy Engineering |
The course material provided students with well-structured and comprehensive learning resources that supported classroom instruction and independent study |
Access through google drive |
Very good |
The course material provided students with well-structured and comprehensive learning resources that supported classroom instruction and independent study |
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| 599 |
Neenu Rose Antony |
Innovate assessment method |
MATLAB Onramp course on Control System Design : Students were given an introduction to P, PI,PID controllers and asked to complete the Onramp course on Control Systems as Assignment I under the course Advanced Control Systems (EET 401) |
To enable students to use MATLAB tools for modeling, analysis, and simulation of control systems and to prepare students for the application of control techniques in real-world engineering systems and subsequent laboratory exercises. |
tudents were first introduced to the basic concepts of Proportional (P), Proportional-Integral (PI), and Proportional-Integral-Derivative (PID) controllers through an interactive classroom session.Students were assigned the MATLAB Onramp Course on Control Systems as Assignment I. They have completed the course individually and submitted the completion certificate/assignment report as evidence of participation. |
Students reported that the MATLAB Onramp course provided an engaging and interactive learning experience. The self-paced nature of the course enabled them to learn concepts at their convenience and revisit topics whenever required. |
The innovative assessment method successfully integrated classroom instruction with experiential learning, fostering self-learning, digital competency, and practical understanding of control system concepts among students. |
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| 600 |
Neenu Rose Antony |
Innovate assessment method |
Technical Seminar on Solar Photovoltaic Systems : As part of the course Solar PV Systems, each student is required to prepare and deliver a PowerPoint presentation on a topic from the course syllabus. |
The purpose of this assignment is to deepen the understanding of key concepts in solar photovoltaic systems, enhance research skills, and develop the ability to communicate technical information effectively. |
Each student will be assigned a specific topic related to Solar PV Systems. • Expected to conduct thorough research using reliable academic and technical sources. • Prepare a PowerPoint presentation that clearly explains the topic, including relevant diagrams, data, and real-world applications where applicable. |
The assignment encouraged independent learning and helped students develop effective research and information-gathering skills. Students appreciated the opportunity to enhance their presentation and public speaking abilities. |
the assessment method effectively supported Outcome-Based Education (OBE) objectives by integrating technical knowledge, lifelong learning, and communication skills. |
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| 601 |
Arun Thomas George |
Innovative Pedagogical initiatives |
Bridge Course on Universal Human Values-I and NASSCOM Technologies (Induction Programme) : Conducted a Bridge Course as part of the student induction programme on 24MNC101 – Universal Human Values-I and NASSCOM Technologies for first-year B.Tech students. The programme familiarized students with human values, professional ethics, emerging technologies, and the academic environment to facilitate a smooth transition into engineering education. |
To facilitate the smooth transition of students into the engineering programme. To introduce the concepts of Universal Human Values, professional ethics, and emerging technologies. To create awareness about industry expectations and technological advancements. To promote responsible behaviour, teamwork, and holistic personality development. |
Delivered interactive induction sessions using presentations, discussions, and activity-based learning. Conducted group discussions and reflective exercises on human values and ethics. Introduced students to NASSCOM initiatives and current technology trends through multimedia presentations and real-life examples. Encouraged active student participation through question-and-answer sessions and collaborative activities. |
Students appreciated the interactive nature of the sessions and found them useful in understanding the importance of human values, professional ethics, and emerging technologies. They felt the programme helped them adapt confidently to the college environment. |
Improved students' awareness of professional ethics and Universal Human Values. Enhanced understanding of emerging technologies and industry expectations. Helped first-year students adapt smoothly to the academic environment. Encouraged positive attitudes, effective communication, and active participation in the learning process. |
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| 602 |
Shinto Sebastian |
Innovate assessment method |
Assignment-Based Course Project : Course Project done for the Assignment of 24ECT205 Computer Architecture and Micro Controller of Third
Semester Bachelor of Technology in Electronics and Communication Engineering |
To strengthen the understanding of computer architecture and microcontroller concepts through practical implementation. |
System Design: Prepare the block diagram, circuit diagram, and algorithm/flowchart for the proposed system. |
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| 603 |
Dr. Swaroop S Kumar |
Innovate assessment method |
Innovative assessment CLT : Innovative Teaching–Learning (ITL) method implemented in the course 23FTT307 – Cereal and Legume Technology (CLT), offered to the S5 B.Tech Food Technology students of the 2023–2027 batch. In place of conventional written assignments alone, students were engaged through two structured group assignments that combined equipment-oriented study, process-oriented study, and the use of contemporary digital and AI-assisted tools for documentation and visualization. The activity was designed to move learning beyond textbook description toward applied understanding of cereal and legume processing machinery and processes. |
Improve conceptual understanding. Promote collaborative learning. Integrate AI and digital tools. Enhance communication skills. |
Group-based assignments. Industry visits and videos. AI-based 3D visualization. CAD modelling and presentations |
Learning was engaging. Practical exposure was useful. AI tools improved understanding. Teamwork skills improved. |
Better conceptual clarity. Increased student participation. Improved technical and presentation skills. Stronger industry-oriented learning. |
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| 604 |
Jisha Babu |
Innovate assessment method |
Case Studies on Cryptographic Failures and Network Security Breaches : conducted a case study assignment on "Cryptographic Failures and Network Security Breaches" to enable students to analyze real-world cybersecurity incidents, identify security vulnerabilities, evaluate cryptographic weaknesses, and propose appropriate mitigation strategies. |
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Seminar, Case study |
The case study improved their understanding of cryptographic concepts, network security breaches, and real-world cybersecurity challenges while enhancing their critical thinking skills. |
The activity enhanced students' understanding of cryptographic concepts through the analysis of real-world security incidents. |
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| 605 |
Jisha Babu |
Innovate assessment method |
Emerging Trends in Information Security and Privacy : Conducted a student seminar series as part of the course 24ITT228 – Information Security and Privacy, covering contemporary topics such as Risk Assessment and Mitigation, Incident Response, Business Continuity Planning, Information Security Strategy, |
To enhance students' understanding of emerging concepts in Information Security and Privacy. To promote independent learning through literature review and technical research. To improve students' presentation, communication, and technical documentation skills. |
ndividual student seminars on assigned advanced topics. Literature survey using research papers, industry reports, and standards. Presentation using multimedia tools followed by interactive discussions. |
They explored advanced topics beyond the textbook, improve their presentation skills, and gain insights into current cybersecurity challenges, emerging technologies, and global privacy regulations. |
The seminar activity significantly improved students' technical knowledge, research aptitude, presentation abilities, and critical thinking skills. |
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| 606 |
Dr. Darsana P |
Innovative Pedagogical initiatives |
Semester 4 Product Development Lab- S4 ECE( 2024-2028 B-batch) : 1) Took initiative to conduct the Course meeting for the Product Development lab in the beginning of Semester 4. Mark evaluation pattern were decided.
2)Training programs were conducted as part of Product Development lab.a) ESP 32 Familiarization was conducted.b) PCB design Familiarization program using Altium software was conducted. |
Project Implementation and Project Exhibition |
Training programs, Guidance and Motivation |
Good feedback |
Successful completion of the project and a project Exhibition |
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| 607 |
Dr. Darsana P |
Innovate assessment method |
Quiz program : Quiz as part of Assignment for Basics of Electronics Engineering(24ESC 130) for Semester 2 Civil Engineering students |
Subject Awareness and Effective Learning |
Quiz, Discussion, Question and Answer session |
Good |
Good score for Assignment |
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| 608 |
Dr. Swaroop S Kumar |
Innovative Pedagogical initiatives |
Innovative Teaching Learning-FST : Innovative Teaching–Learning (ITL) method implemented in the course FTT424 – Food Storage Engineering, offered to the S8 B.Tech Food Technology students of the 2022–2026 batch during the Academic Year 2025–2026. In place of passive supplementary reading alone, students were required to maintain a structured Self-Learning Evidence File — a documented log of independent academic activities carried out beyond regular classroom hours, explicitly mapped to the course's five Course Outcomes.
The self-learning initiative encompassed a deliberately diverse range of learning modalities — textbook and journal-based self-study, NPTEL/Swayam MOOC engagement, laboratory video demonstrations, technical webinar participation, digital content creation, industrial case study analysis, and independent research into contemporary food storage technologies — so that the same core syllabus content was reinforced through multiple, self-directed formats rather than a single mode of study.
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Promote self-directed learning. Strengthen conceptual understanding. Encourage research-based learning. Improve technical communication. |
Self-learning evidence log. MOOCs, journals, and textbooks. Webinars and case studies. Educational video creation. |
Flexible and effective learning. Improved independent study skills. Better understanding through diverse resources. Enhanced confidence in technical topics. |
Improved conceptual knowledge. Increased research orientation. Enhanced self-learning habits. Better technical communication skills |
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| 609 |
Dr. Swaroop S Kumar |
Innovate assessment method |
Innovative assessment 23FTT384 : Implemented an Innovative Teaching–Learning (ITL) approach through individualized assignment topics, case-based learning, video creation, and AI/3D visualization activities. Each student investigated a unique food quality, safety, or regulatory issue, enabling independent learning, critical analysis, application of HACCP and FSSAI concepts, and improved technical communication through diverse learning formats. |
Promote independent learning. Apply food safety principles. Encourage case-based analysis. Improve technical communication. |
Individualized assignments. Case-based learning. Video creation. 3D visualization activities. |
Topics were interesting and relevant. Improved analytical thinking. Better understanding of HACCP and regulations. Enhanced presentation skills. |
Improved problem-solving skills. Better regulatory awareness. Increased student engagement. Enhanced practical application of food safety concepts |
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| 610 |
Dr. Jacob John |
Innovate assessment method |
Internal evaluation of 23CST393 CRYPTOGRAPHIC ALGORITHMS by doing case study, Mini project and seminar : For the internal evaluation of 23CST393 CRYPTOGRAPHIC ALGORITHMS (semester 5 honor subject), students are informed to do Case study, Mini project and Seminar. For case study, a review of the research paper “BEST-1: A Lightweight Block Cipher” is written by answering some specific questions related to research objectives, methodology, security attacks and results analysis. For mini project, students are informed to develop a mini project using any cryptographic algorithm. For seminar, topics are given and students prepared presentation on the given topic and presented. Out of 15 marks of internal evaluation, 5 marks given to case study, 5 marks to mini project and remaining 5 marks to seminar. |
Students gained more knowledge on the subject by doing a case study of the research paper in Network security. Students acquired practical skills by implementing mini project and improved their communication and presentation skill by doing seminar. |
Mini Project should demonstrate how symmetric key encryption works. C++, Java or Python is used for implementation. |
Excellent |
All students did case study, mini project and seminar |
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| 611 |
Dr. Yedhu Krishnan R |
Innovative Pedagogical initiatives |
Enhancement of Experiential Learning in Food Analysis Laboratory via Industry-Aligned Analytical Protocols : To modernize the Food Analysis laboratory curriculum, three advanced experiments—Sorensen’s Formal Titration, Determination of Chlorophyll Content, and Total Hardness of Water—were introduced. Rather than using conventional lab setups, these experiments were implemented using an inquiry-based, industry-aligned framework. By shifting from basic acid-base procedures to complexometric titrations, optical instrumentation, and functional group masking, this initiative bridged theoretical chemistry with real-world Quality Assurance / Quality Control (QA/QC) applications in food processing. |
1. Bridge Theory and Industry Practice: Connect laboratory parameters (water hardness, amino nitrogen, pigment stability) directly to commercial food processing and storage issues. 2. Promote Inquiry-Based Learning: Enable students to analyze real-world food and utility samples, improving data interpretation and problem-solving skills. 3. Expand student exposure beyond basic titrations to include complexometric (EDTA) reactions, optical spectrophotometry, and chemical blocking techniques. |
Real-World Sample Matrix Approach: Instead of static, pre-made lab reagents, students worked with real samples (e.g., local municipal tap water) to foster inquiry and comparative reasoning; 2. Redesigned the lab sequence to progressively build technical confidence—moving from functional group modification (Sorensen's Titration) to complexation reactions (Total Hardness) and multi-wavelength instrument calibration (Chlorophyll Estimation via UV-Vis Spectrophotometry) |
Students noted that operating the spectrophotometer and performing non-traditional titrations boosted their confidence for industrial QA/QC roles. |
1. Successfully upgraded the Food Analysis curriculum to meet modern educational and industry standards. 2. Demonstrated measurable improvement in students' mastery of optical instrumentation, spectrophotometric calculations, and specialized titration math. 3. Observed significantly higher peer-to-peer engagement and self-directed problem-solving during experimental data analysis. |
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| 612 |
Dr. Yedhu Krishnan R |
Innovate assessment method |
Fundamentals of Heat and Mass Transfer Assignment 1 : Role-Based Industrial Consultancy Simulation and Rapid-Fire Assessment for Thermal Heat Transfer (CO1–CO3). To move beyond traditional home assignments, an innovative two-part assessment framework was introduced for heat transfer mechanics (conduction, convection, radiation). It combined an individual time-constrained "Rapid Fire" challenge with a structured group consultancy simulation ("Eco-Energy Industries"). To foster individual accountability within group work, students operated under specialized professional roles (Analyst, Numericist, Researcher, Auditor) and completed mutual peer-evaluations of technical strengths and operational weaknesses. |
1. Simulate Industry Pressure: Evaluate individual speed, accuracy, and quick correlation retrieval under a timed 40-minute constraint. 2. Build Role-Based Accountability: Structure group work using distinct engineering roles to prevent free-riding and promote peer learning. |
Part A: Individual Rapid-Fire Challenge: 40-minute in-class assessment (12 minutes per problem) CO 1, 2 and 3 using a rapid-fire answer sheet. Part B: "Eco-Energy" Consultancy Simulation: Groups of 4 tackled complex, multi-concept industrial problems. Structured Role Allocation & Cross-Audit:Analyst: Formulates overall strategy and verifies unit consistency. Numericist: Executes arithmetic and scientific notation calculations. Researcher: Locates correct formulas, equations, and dimensionless correlations. Auditor: Performs step-by-step verification and error auditing. Peer Evaluation Matrix: Mandatory submission of structured feedback where the Analyst evaluated the Auditor (and vice versa), and the Numericist evaluated the Researcher (and vice versa) on strengths and weaknesses. |
Students reported that assigning specific roles eliminated ambiguity in group work and reduced cognitive overload during complex, multi-step numerical calculations. |
Demonstrated improved peer-to-peer collaboration, formula selection speed, and unit verification habits. Observed significantly heightened student engagement during the cross-auditing phase |
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| 613 |
Dr. Yedhu Krishnan R |
Innovate assessment method |
Fundamentals of Heat and Mass Transfer Assignment 2 : Higher-Order Evaluative Simulation and Metacognitive Roleplay for Heat Exchanger Design and Mass Transfer (CO4–CO5). Designed as an advanced industry recruitment simulation ("Junior Process Engineer Recruitment Drive" & "Apex Renewables" consultancy), this assessment targeted higher-order thinking (Bloom’s Level 5 - Evaluating). It evaluated heat exchanger design selection (LMTD vs. NTU-effectiveness methods) and mass transfer analogies in food systems. The initiative integrated strict individual accuracy testing with qualitative group discussions and individual self-reflective metacognition reports. |
1. Foster Evaluative Thinking: Require students to select, compare, and justify optimal design methods (LMTD vs. NTU-Effectiveness) for heat exchangers. 2. Promote Metacognitive Reflection: Build individual self-awareness through structured reporting on personal challenges, avoided errors, and team contributions. |
Part A: Precision Design Challenge: Individual 48-minute test evaluating heat exchanger area calculations and gas mixture diffusion without partial credit, simulating zero-tolerance industrial design accuracy. Part B: Process Optimization Consultancy: Role-based group analysis of compact heat exchangers and tray air-drying systems using Chilton-Colburn and heat-mass transfer analogies. Critical Discussion Module: Groups answered mandatory analytical questions comparing LMTD vs. NTU iteration counts and identifying environmental factors in food processing that cause theoretical analogies to break down. Individual Metacognitive Reflection: Every student submitted a written self-assessment detailing:My Key Challenge One Mistake I Avoided My Contribution to the Team |
The individual reflection component helped students recognize their personal computational blind spots (mixing up local vs. average mass transfer coefficients) |
Students demonstrated strong critical thinking when evaluating analogy failures in food processing—correctly identifying real-world variables such as food shrinkage, surface fouling, and non-uniform moisture distributions that disrupt ideal heat-mass transfer models. |
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| 614 |
Sandhya Ramakrishnan |
Innovative Pedagogical initiatives |
Executable Notebook-Driven Instruction & Flipped Classrooms for Advanced : Shifted core Machine Learning and Deep Learning instruction from conventional slide presentations to live, executable notebook environments. Students experiment with parameters in real-time, visualizing neural network behavior, loss curves, and feature representations during class sessions. |
Promote active, hands-on learning during theoretical lectures in Machine Learning and Deep Learning. Enable real-time visualization of loss convergence, gradient flows, and activation behavior during instruction. Bridge the gap between theoretical mathematical equations and their computational implementations in TensorFlow. |
Delivery of pre-class reading sets and instructional video modules on core concepts. Live classroom coding sessions using interactive notebooks, allowing students to tweak layer configurations in real time. Direct architectural derivations on digital whiteboards mapped side-by-side with corresponding code blocks. |
tudents expressed high satisfaction with being able to run and break code directly in class, noting that seeing mathematical derivations translated directly into line-by-line tensorflow code made complex topics far less intimidating. |
lass attendance and active participation increased significantly. Student performance on complex implementation-based assessment questions saw a measurable upward trend. |
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| 615 |
Sandra S Nair |
Innovate assessment method |
PARAKH-Based Competency Assessment in Compiler Design : A competency-based assignment was conducted following the PARAKH framework. Students were assigned problem-solving tasks related to Compiler Design concepts such as lexical analysis, syntax analysis, parsing techniques, and intermediate code generation. The assessment focused on conceptual understanding, analytical thinking, and application of knowledge instead of rote learning. |
Assess conceptual understanding of Compiler Design. Promote critical thinking and problem-solving skills. Encourage application-oriented learning. Evaluate higher-order cognitive skills. |
PARAKH Competency-Based Assessment Assignment-Based Evaluation Outcome-Based Assessment |
Students appreciated the application-oriented questions and found the assessment useful for understanding real-world compiler concepts. The activity improved confidence in solving analytical problems. |
Improved conceptual clarity. Enhanced analytical and problem-solving abilities. Increased student engagement. Better attainment of course outcomes. |
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| 616 |
Sandra S Nair |
Innovate assessment method |
Buggy Code Debugging-Based Assessment in Compiler Laboratory : Instead of asking students to perform the laboratory experiment from scratch, they were provided with intentionally buggy Lex/Yacc (Flex/Bison) programs along with predefined test cases. Students were required to identify syntax, logical, and semantic errors, debug the code, and produce the expected output. This approach emphasized problem-solving, debugging skills, and conceptual understanding of compiler laboratory experiments. |
Develop debugging and analytical skills. Improve understanding of compiler laboratory concepts. Enhance logical reasoning and error identification. Encourage independent problem-solving. |
Debugging-Based Learning Problem-Based Assessment Active Learning Competency-Based Evaluation Test Case-Based Assessment |
Students found the activity engaging and challenging. They reported that debugging existing programs helped them understand compiler concepts more effectively than simply executing predefined programs. |
Improved debugging proficiency. Enhanced logical thinking and programming skills. Better understanding of Lex/Yacc implementation. Increased confidence in identifying and correcting programming errors. Higher student engagement during laboratory sessions. |
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| 617 |
Dr. Arun S |
Innovative Pedagogical initiatives |
Assignment 1 (24EET206 - Power Electronics) - Online Simulation-Based Learning Using MATLAB Academy Power Electronics Simulation Onramp : This teaching-learning activity was conducted through the MATLAB Academy – Power Electronics Simulation Onramp online course. Students completed the self-paced training modules and subsequently applied the acquired knowledge by modeling and simulating a buck converter using MATLAB Simscape. They compared the performance of idealized and fully nonlinear converter models by analyzing output voltage waveforms, simulation accuracy, and execution time, thereby integrating online learning with practical simulation-based assessment. |
1. Enhance students' understanding of power electronics through the MATLAB Academy online course, 2. Promote self-directed and experiential learning using industry-standard simulation tools, 3. Strengthen engineering decision-making through comparative simulation studies. |
• Self-paced online learning using the MATLAB Academy – Power Electronics Simulation Onramp course. • Hands-on simulation exercises using MATLAB Simscape. • Assignment-based learning involving buck converter modeling and performance comparison. |
Students found the MATLAB Academy Onramp course interactive, well-structured, and effective in bridging theoretical concepts with practical implementation. The hands-on simulations improved their confidence in using MATLAB Simscape and enhanced their understanding of power electronic converter modeling. |
The online MATLAB Academy course significantly improved students' simulation competency, conceptual understanding, and analytical skills in power electronics. The activity promoted independent learning, strengthened proficiency in industry-standard simulation software, and enabled students to make informed engineering decisions by evaluating the trade-off between simulation accuracy and computational efficiency. |
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| 618 |
Dr. Arun S |
Innovative Pedagogical initiatives |
Assignment 2 (24EET206 - Power Electronics) - Project-Based Learning: Initial Project Report using MATLAB/Simulink : Students prepared an initial project report on a selected power electronics converter topology using MATLAB/Simulink, covering the problem background, objectives, literature review, proposed methodology, simulation tools, and expected outcomes. |
• Understand converter topology. • Develop project planning and literature review skills. • Learn MATLAB/Simulink modelling. • Improve technical documentation. |
Project-Based Learning (PBL), literature review, MATLAB/Simulink modelling, structured report writing, and formative assessment. |
Students found the activity useful for understanding project planning, simulation methodology, and technical report preparation. |
Improved conceptual understanding, simulation readiness, research orientation, and technical writing skills before project implementation. |
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| 619 |
Dr. Arun S |
Innovative Pedagogical initiatives |
Assignment 3 (24EET206 - Power Electronics) - Project-Based Learning: Final Project using MATLAB/Simulink - Report submission : Students submitted the final project report after completing the simulation and analysis of their assigned converter project. The report included system implementation, simulation results, performance analysis, applications, advantages, limitations, and conclusions. |
• Complete converter modelling and simulation. • Analyze and interpret simulation results. • Evaluate system performance. • Present technical findings in a structured report. |
Project implementation using MATLAB/Simulink, simulation-based learning, performance analysis, technical report writing, and summative assessment. |
Students reported improved confidence in simulation, result analysis, and technical presentation of engineering projects. |
Enhanced problem-solving, simulation competency, analytical thinking, and professional documentation skills through complete project execution. |
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| 620 |
Minu Cherian |
Innovative Pedagogical initiatives |
Blended learning : Students were encouraged to supplement classroom learning by undertaking online courses across various domains of artificial intelligence, offered through a learning platform developed by alumni of the Department of Computer Science and Engineering, Amal Jyothi College of Engineering. Students who successfully completed the prescribed course requirements were awarded the Blend-ed Starter Certificate of Completion, thereby promoting continuous, independent, and self-directed learning. |
To integrate online learning with regular classroom instruction through a blended learning approach. To provide students with self-paced learning opportunities in various emerging domains of Artificial Intelligence. |
Students were encouraged to enroll in and complete online courses covering different domains of Artificial Intelligence through the learning platform developed by alumni of the Department of Computer Science and Engineering, Amal Jyothi College of Engineering. The online content complemented regular classroom instruction and enabled students to learn at their own pace. Course completion and achievement were recognized through the Blend-ed Starter Certificate of Completion. |
Students responded positively to the blended learning approach and appreciated the flexibility of self-paced learning. |
The blended learning initiative enhanced student engagement and encouraged continuous learning beyond the classroom. |
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| 621 |
Aida Abraham |
Innovate assessment method |
Motivation for learning : Implemented an innovative group-based assessment method by dividing the students into different groups and assigning each group specific tasks to explore the real-world and computational applications of topics covered in the syllabus. Students independently explored the assigned concepts, identified relevant applications, presented their findings before the class, and submitted a detailed report.
This activity promoted self-directed and collaborative learning, enhanced students’ interest in the subject, and helped them recognize the importance and practical relevance of fundamental mathematical concepts. Students were assessed based on their exploration, presentation, and submitted reports, and their performance was considered as a component of the internal assessment marks. |
Motivation for learning |
Group Discussion, Presentation |
Good |
Very good.Learners could understand the fundamentals are very important for thir core area |
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| 622 |
Jiss Abraham |
Innovate assessment method |
Global Disaster Case Study – Integrated Assessment through Presentation and Technical Report : As part of the Disaster Management course, students selected a major global disaster and conducted a comprehensive case study covering the pre-disaster scenario, disaster impact, rehabilitation measures, and the present status of the affected region and victims. The findings were presented in class and documented in the form of a technical report. |
To bridge the gap between theoretical concepts and real-world disaster events, strengthen analytical and critical thinking skills, and enhance communication and technical report writing abilities. |
Students independently investigated authentic disaster events and analysed them by applying concepts from all six course outcomes. The assessment comprised literature review, case analysis, oral presentation, class interaction, and submission of a structured technical report. |
Students found the activity highly engaging and appreciated the opportunity to relate classroom concepts to real-life disasters. The presentation component also improved their confidence and communication skills. |
The activity enabled students to apply theoretical knowledge to practical situations, develop higher-order analytical skills, improve public speaking, and gain experience in professional technical report preparation, thereby promoting outcome-based and experiential learning. |
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| 623 |
Jiss Abraham |
Innovative Pedagogical initiatives |
Blended Learning through NIDM Online Certification Course : Students enrolled in and successfully completed the "Basics of Disaster Management" self-learning course offered by the National Institute of Disaster Management (NIDM). Course completion was verified through the submission of the completion email and NIDM learner status sheet. |
To promote self-directed learning, expose students to nationally recognized learning resources, and reinforce classroom concepts through certified online training. |
Students completed the NIDM online course independently alongside the regular curriculum. Completion certificates and learner status records were submitted as evidence of successful course completion and learning. |
Students appreciated the flexibility of self-paced learning and found the course content relevant and complementary to classroom instruction. The certification also enhanced their motivation for continuous learning |
The initiative strengthened students' understanding of disaster management concepts, encouraged lifelong learning habits, and provided them with an additional nationally recognized certification, thereby improving their academic and professional profile. |
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| 624 |
Jiss Abraham |
Innovate assessment method |
Module-wise Online MCQ Assessments : Five online MCQ-based assessments were conducted throughout the Disaster Management course, with one test administered after the completion of each module. Each assessment focused on the fundamental concepts covered in the respective module. |
To reinforce core concepts through continuous assessment, monitor students' understanding at regular intervals, and provide timely feedback on learning progress. |
Short online MCQ quizzes were conducted after each module using a digital assessment platform. The tests evaluated students' conceptual understanding, with immediate scoring and feedback facilitating self-assessment. |
Students found the periodic quizzes helpful in revising key concepts and identifying areas requiring further improvement before subsequent modules. |
The activity promoted continuous learning, improved retention of fundamental concepts, and enabled both students and the instructor to track learning progress throughout the course. |
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| 625 |
Shinto Sebastian |
Innovate assessment method |
: As part of the Innovative Teaching–Learning Practices for the Embedded Systems course (S4 ECE), Project-Based Learning (PBL) was implemented to promote experiential learning and practical skill development. |
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| 626 |
Tenny Thomas |
Innovative Pedagogical initiatives |
Case Study on the Application of Quality Management (TQM) in Manufacturing Industries : Students analyzed a real-world manufacturing case study and applied the principles of Quality Management to identify quality issues and recommend suitable improvement strategies. The activity emphasized practical application of TQM concepts in an industrial environment. |
Apply the principles of Total Quality Management to an industrial case.Understand the role of customer focus, leadership, employee involvement, and continuous improvement. Recommend practical solutions for improving organizational performance and customer satisfaction. |
Case-based Individual assignment for Industrial problem analysis |
Students found the case study engaging and relevant to real industrial practices. The assignment improved their understanding of TQM concepts and enhanced their ability to relate theoretical principles to practical quality management situations |
The activity enhanced students' ability to analyze quality costs, prioritize customer requirements, and apply QFD in product development. Students demonstrated improved problem-solving skills and a deeper understanding of quality engineering practices in manufacturing industries. |
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| 627 |
Tenny Thomas |
Innovative Pedagogical initiatives |
Household Electricity Tariff Analysis and Energy Conservation Case Study : This assignment was designed to provide students with hands-on exposure to the practical application of Power Plant Economics by analyzing the electricity consumption patterns of their own households.Students collected data from their domestic electricity bills, performed appliance-wise load analysis, calculated electricity charges under various tariff structures, compared the economic implications of each tariff, and proposed energy conservation strategies |
To understand the principles and economics of different electricity tariff systems. To develop the ability to analyze and interpret domestic electricity bills. |
Collection of household electricity bill and consumer data. Preparation of an appliance-wise load survey and estimation of energy consumption. Calculation of electricity bills using Uniform, Flat Rate, Block Rate, Two-Part, Maximum Demand, Power Factor, and Time-of-Day tariff systems. Comparative analysis of tariff structures. |
Students appreciated the opportunity to analyze their own household electricity consumption, understand electricity billing practices, and identify practical methods to reduce energy costs. |
The assignment successfully enhanced students' understanding of electricity tariff structures and their economic implications through experiential learning.The activity fostered greater awareness of responsible energy consumption, encouraged the adoption of energy-efficient practices. |
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| 628 |
Dr. Soney C George |
Innovative Pedagogical initiatives |
Think-pair and share (TPS) :
I did this methodology in B.Tech Honours and PhD class among students and allow them to pair and discuss their thoughts with others . It provided students an opportunity to recall, process, practice, and communicate what they have learned
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To provide all students in a classroom the opportunity to think and talk about the ideas they are studying and thereby reinforce the learning process |
Gave all students a chance to think by having them think quietly Gave all students a chance to talk by having them share their answers/responses and ideas with a neighbour in a pair or small-group discussion Gave a few students a chance to share with the whole class what was discussed in their pairs/groups. |
Impressive |
1.Students involvement in learning process enhnaced, 2. Students interest in the learning process is also enhanced . |
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| 629 |
Dr. Soney C George |
Innovate assessment method |
Review Preparartion : Students were directed to prepare a review article as part of assessment . Topic for review is selected based on the course content and trained to do a literature survey |
To eqiup students to do literature survey and prepare a mansucript |
1.Selection of topic 2. Literature survey . 3. Summarise the literature survey as a manuscript. 4. manuscript |
Fantastic |
Excellent |
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| 630 |
Amal Chummar |
Innovative Pedagogical initiatives |
From Idea to Impact: Turning College Projects into Real Opportunities : An interactive session designed to help students understand how academic projects can be transformed into practical solutions, entrepreneurial ventures, research publications, patents, or industry collaborations. The session encourages students to think beyond academic grades and focus on solving real-world problems through innovation and creativity. |
Familiarize students with industry expectations and the importance of designing projects that address practical challenges, Introduce students to patents, copyrights, trademarks, and the importance of protecting innovative ideas, Enable students to leverage academic projects for internships, higher studies, entrepreneurship, and employment opportunities. |
Present successful examples of student projects that evolved into startups, patents, research publications, or commercial products to inspire participants, Demonstrate the stages of empathy, problem definition, ideation, prototyping, and testing to develop user-centric solutions, Provide opportunities for students to present their project ideas and receive constructive feedback from faculty and peers. |
he idea-pitching activity improved our confidence in presenting project concepts, The interactive discussions and Q&A session clarified many doubts regarding project planning and execution, the session was engaging, practical, and beneficial for developing project planning, problem-solving, and innovation skills, and students expressed interest in attending more such sessions. |
The session had a positive impact on students by encouraging them to view academic projects as opportunities for innovation, research, entrepreneurship, and career development rather than merely as course requirements. Students developed a better understanding of identifying real-world problems, designing practical solutions, and exploring pathways such as startups, patents, research publications, and industry collaborations. The interactive discussions, case studies, and idea-pitching activities enhanced their creativity, critical thinking, teamwork, and communication skills. Overall, the session motivated students to pursue impactful projects with confidence and inspired them to contribute meaningful solutions to societal and industrial challenges. |
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| 631 |
Navyamol K T |
Innovative Pedagogical initiatives |
Combined Interdisciplinary Micro Project with Integrated Capstone Evaluation : Integrated four courses into one micro project. Students developed unique software applications. Projects were evaluated through a common capstone assessment. |
Integrate concepts from multiple courses. Enhance programming and problem-solving skills. Encourage innovation and practical learning. |
Implemented Project-Based Learning (PBL). Students designed, developed, and presented individual projects. Evaluation was based on implementation and outcomes. |
Students appreciated the integrated learning approach. They gained confidence in software development. Overall feedback was highly positive. |
Students successfully completed 59 innovative software projects. The activity improved technical and analytical skills. It strengthened interdisciplinary and application-oriented learning. |
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| 632 |
Navyamol K T |
Innovative Pedagogical initiatives |
Capstone Project-Based Learning in Scripting Lab : Students developed individual web-based software applications. Projects addressed real-world problems using scripting technologies. All projects were evaluated through a capstone assessment. |
Enhance scripting and web development skills. Promote practical and application-oriented learning. Encourage creativity and independent problem-solving. |
Project-Based Learning (PBL) was adopted. Students designed, developed, and demonstrated software solutions. Assessment was based on implementation and project outcomes. |
Students enjoyed developing real-world applications. They improved their coding and design skills. Overall feedback was highly positive. |
Students successfully completed 58 software projects across diverse domains. The activity strengthened technical, analytical, and presentation skills. It enhanced confidence in full-stack application development. |
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| 633 |
Dr. Arun S |
Innovative Pedagogical initiatives |
Assignment 2 (23EET303 – Microprocessors and Microcontrollers): Project-Based Learning – Design Proposal for a Microprocessor/Microcontroller-Based Project : Students identified a relevant project problem and prepared a structured proposal covering objectives, methodology, hardware/software requirements, feasibility, and design constraints. The project was required to utilize the Embedded System Board developed during the workshop. |
Develop problem-identification, system-design, feasibility analysis, and project-planning skills using microprocessor/microcontroller concepts. |
Project-Based Learning (PBL), problem identification, system design, hardware/software selection, constraint analysis, and rubric-based formative assessment. |
Students found the proposal stage helpful in planning the project and identifying hardware, software, and implementation constraints before development. |
Improved design thinking, technical planning, feasibility assessment, and application of microcontroller concepts to practical problems. |
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| 634 |
Dr. Arun S |
Innovative Pedagogical initiatives |
Assignment 3 (23EET303 – Microprocessors and Microcontrollers): Project-Based / Experiential Learning –Implementation and Demonstration of Microprocessor/Microcontroller-Based Project : Based on the proposal submitted in Assignment 2, students developed and demonstrated a working hardware prototype. The final report included system overview, circuit/block diagram, program/flowchart, testing results, conclusion, and future scope. |
Implement the proposed design; develop hardware/software interfacing skills; test and validate the system; demonstrate and communicate project outcomes. |
Prototype development, embedded programming, hardware interfacing, testing and debugging, result analysis, hardware demonstration, viva, and rubric-based assessment. |
Students appreciated the opportunity to transform their proposed ideas into working prototypes and gained confidence in hardware implementation and troubleshooting. |
Enhanced practical competency, problem-solving, embedded programming, hardware/software integration, testing, documentation, presentation, and viva skills. |
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| 635 |
Dr. Darsana P |
Innovative Pedagogical initiatives |
PCB design using KiCAD software : Introduction to PCB design using KiCAD software was given to the students in advance (Semester-3) which was helpful for The Product Development lab in Semester-4. |
PCB design Familiarization |
Hands on Training |
Very Good |
Familiarization and Implementation of PCB design for RF amplifier circuit |
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| 636 |
Dr. Darsana P |
Innovative Pedagogical initiatives |
Project Exhibition : Project Exhibition was conducted as part of Product Development Lab in Semester-4. |
Project Implementation and Project Exhibition |
Guidance and Motivation |
Very Good |
Awareness among Junior students |
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| 637 |
Midhuna Jyothi R |
Innovative Pedagogical initiatives |
Technical MCQ : Conducted Technical MCQ for students of S4 AD and S4 IT as part of Skill Development and Industry Readiness Training Course. The technical MCQ covered significant core courses of the curriculum in first 2 years and was designed to suit the preparations for placement as well as competitive exams. |
Preparation for placements and competitive exams |
MCQ |
Good |
Good |
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| 638 |
Lissa Chacko |
Innovate assessment method |
Seminar Evaluator : Evaluation of Seminars Presented by S2 CSE A Students in Linear Algebra and Probability. |
Strengthen students' understanding of key concepts in Linear Algebra and Probability through seminar presentations. |
The evaluator assessed students based on content accuracy, conceptual understanding, presentation skills, organization, communication, and response to questions. |
Students found the seminar activity useful for gaining a deeper understanding of Linear Algebra and Probability concepts. |
Overall, the seminar was successful in achieving its academic objectives and contributed positively to students' learning experience. |
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| 639 |
Lissa Chacko |
Innovate assessment method |
Individual Student Seminar on Applications of Fourier Series and Numerical Methods in Food Technology : An individual student seminar was conducted to explore the applications of Fourier Series and Numerical Methods in the field of Food Technology. The seminar highlighted how mathematical techniques are applied in food processing, quality analysis, thermal modeling, signal processing, image analysis, optimization, and process control. |
To enhance students' understanding of the practical applications of Fourier Series and Numerical Methods in Food Technology. |
The evaluator assessed the presentation based on subject knowledge, organization, clarity, presentation skills, originality, and responses to questions. |
The student gained a better understanding of Fourier Series and Numerical Methods through practical examples. |
Overall, the seminar successfully achieved its intended learning outcomes and contributed positively to academic and professional skill development. |
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| 640 |
Midhuna Jyothi R |
Innovative Pedagogical initiatives |
Aptitude MCQ : Conducted Aptitude MCQ for students of S4 AD and S4 IT as part of Skill Development and Industry Readiness Training Course. The MCQ was designed to suit the preparations for placement as well as competitive exams. |
Preparation for placements and competitive exams |
MCQ |
Good |
Good |
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| 641 |
Aswin Nandakumar |
Innovative Pedagogical initiatives |
Oracle Academy - Database Programming with SQL : The course engages students to implement database models by creating physical databases using SQL. Students will learn basic SQL
syntax and the rules for constructing valid SQL statements to generate report-like output. Demonstrations and hands-on practice
reinforce the fundamental concepts. |
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| 642 |
Midhuna Jyothi R |
Innovate assessment method |
Solving problems from Coding test platforms for assignment : Solving coding problems from LeetCode , HackerRank, Codeforces , The problems were solved using different languages and covered data structures, algorithms , databases and object oriented programming concepts.
The assessment strategy was for the course Skill Development and Industry Readiness Training S4 AD and S4 IT |
Interesting assessment strategy and strengthening technical background for placements |
Create user account in LeetCode , HackerRank, Codeforces and continuously practise problem solving |
Good |
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| 643 |
Jayakrishnan R |
Innovative Pedagogical initiatives |
Case study at Aranmula as part of 24MET201 Course for third semester mechanical engineering students : |
To examine, through direct field observation at Aranmula, how a traditional high-tin bronze alloy is formulated, cast, and polished into a front-reflecting mirror, and to interpret that process using the metallurgical principles of material selection, casting, solidification, and surface finishing covered in 24MET201 |
The study followed a qualitative, field-based methodology: direct observation of the casting and polishing workflow at an artisan's workshop in Aranmula, supplemented by semi-structured conversation with the artisan and photographic documentation, with findings then mapped against the crystallography, phase-transformation, and materials-processing concepts from the course syllabus |
For students, the case study replaced abstract descriptions of casting, phase behaviour, and surface finishing with a first-hand account of those same principles operating in a live, artisan-run process, and connected classroom metallurgy to a real GI-protected local industry |
For students, the case study replaced abstract descriptions of casting, phase behaviour, and surface finishing with a first-hand account of those same principles operating in a live, artisan-run process, and connected classroom metallurgy to a real GI-protected local industry |
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| 644 |
Meera Rose Mathew |
Innovate assessment method |
Group-wise Seminar Presentation on MongoDB ,Hbase ,Cassandra : Students were organized into groups and assigned seminar topics on MongoDB, Apache HBase, and Apache Cassandra, three widely used NoSQL database technologies. Each group conducted an in-depth study of the assigned database, covering its architecture, data model, key features, advantages, limitations, real-world applications, and comparison with traditional relational databases. |
The primary objective of this activity was to enhance students' presentation and public speaking skills while reducing stage fear and building confidence in addressing an audience. It aimed to encourage self-learning and independent research by requiring students to explore modern NoSQL databases such as MongoDB, HBase, and Cassandra. The activity also helped students strengthen their technical knowledge of distributed database technologies, improve their communication and articulation skills by presenting complex concepts effectively, and foster teamwork and collaborative learning through group-based preparation, discussion, and presentation. |
The seminar activity was conducted by dividing the students into small groups and assigning each group a topic related to MongoDB, Apache HBase, or Apache Cassandra. Students independently researched their assigned topic using textbooks, research papers, technical documentation, and other reliable online resources. Each group prepared a PowerPoint presentation covering the database architecture, features, data model, advantages, limitations, real-world applications, and comparative analysis with other NoSQL databases. During the scheduled seminar session, groups presented their findings before the class, followed by a question-and-answer session to encourage interaction and knowledge sharing. |
Students responded positively to the group-wise seminar activity and found it to be an engaging and effective learning experience. |
The group-wise seminar activity successfully enhanced students' technical knowledge of NoSQL databases while promoting active and collaborative learning. Students demonstrated improved presentation, communication, and teamwork skills, along with greater confidence in public speaking. |
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| 645 |
Jayakrishnan R |
Innovative Pedagogical initiatives |
Mini Project as Part of MET201 Course learning : A laboratory-based Mini Project submitted under Course 24MET201 (Metallurgy & Material Science), Department of Mechanical Engineering |
To prepare mild steel specimens for microscopic examination using standard metallographic technique, and to determine, through controlled annealing, normalizing, and quenching of identical specimens, how cooling rate governs the resulting microstructure and hardness of mild steel |
The study followed a controlled comparative-experiment methodology: identical mild steel specimens were each brought to the same austenitizing temperature and then cooled by a different route — furnace, air, or water — after which every specimen was metallographically prepared to the same standard and evaluated by Rockwell hardness testing and optical microscopy |
For students, the project replaced textbook description of heat treatment with direct, repeatable laboratory execution of the full specimen-preparation and heat-treatment cycle, and gave them a self-generated data set — hardness values and micrographs across three cooling routes — with which to verify course theory rather than simply learn it |
For students, the project replaced textbook description of heat treatment with direct, repeatable laboratory execution of the full specimen-preparation and heat-treatment cycle, and gave them a self-generated data set — hardness values and micrographs across three cooling routes — with which to verify course theory rather than simply learn it |
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| 646 |
Meera Rose Mathew |
Innovative Pedagogical initiatives |
Certification on Introduction to Databases, and Database Structures and Management with MySQL (Coursera) : As part of the continuous learning and industry readiness initiative, students successfully completed the Coursera certification courses "Introduction to Databases" and "Database Structures and Management with MySQL." These online courses provided a comprehensive understanding of fundamental database concepts, relational database design, SQL programming, data modeling, normalization, and database administration using MySQL. |
To strengthen students' fundamentals in databases and MySQL, encourage self-learning through online certification, improve practical SQL skills, and enhance industry readiness. |
Students enrolled in the Coursera courses, completed the video lectures, hands-on exercises, quizzes, and assessments, and earned the certification upon successful completion. |
Students found the courses informative and easy to follow. They felt that the certification improved their understanding of database concepts and SQL and increased their confidence in working with databases. |
The certification enhanced students' database knowledge, practical MySQL skills, and self-learning ability. It also motivated them to pursue more industry-recognized certifications and improved their career readiness. |
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| 647 |
Meera Rose Mathew |
Innovative Pedagogical initiatives |
Certification on Java Programming Fundamentals (Infosys Springboard) : As part of the skill development and industry readiness initiative, students completed the Java Programming Fundamentals certification course offered through Infosys Springboard. The course helped students build a strong foundation in Java programming by covering core concepts such as variables, data types, operators, control statements, loops, arrays, methods, object-oriented programming concepts, and exception handling. Through self-paced learning, coding exercises, quizzes, and assessments, students strengthened their programming skills and gained practical exposure to Java. On successful completion of the course, students earned a certification that enhanced their technical knowledge and supported their career development. |
To strengthen students' fundamentals in Java programming, improve coding skills, encourage self-learning through online certification, and enhance industry readiness. |
Students enrolled in the Infosys Springboard course, completed the video lessons, coding exercises, quizzes, and final assessment, and received the certification after successfully completing the course. |
Students found the course easy to understand and useful for learning Java programming. They felt that the hands-on exercises improved their coding skills and increased their confidence in writing Java programs. |
The certification improved students' understanding of Java programming concepts, enhanced their coding and problem-solving skills, and motivated them to pursue more industry-recognized certifications. It also contributed to their overall technical competency and career readiness. |
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| 648 |
Dr. Joby George |
Innovative Pedagogical initiatives |
Boot Camp on Fusion 360 (S3 ME 2024-28) for course 24MEL201 : The Association of Mechanical Engineering, in collaboration with IIIE and BIMIT Cochin, is organizing a 2-Day Boot Camp on Fusion on 16th and 17th July 2025. This hands-on training program is designed to enhance your CAD skills and familiarize you with industry-standard tools. |
To equip students with practical CAD design skills using Fusion and expose them to industry-standard design workflows through hands-on training. |
Interactive expert-led sessions combined with live demonstrations, guided exercises, and hands-on CAD modeling activities using Fusion. |
Students expressed high satisfaction with the boot camp, appreciating its practical approach, industry relevance, and skill-enhancing learning experience. |
The boot camp significantly improved participants' CAD proficiency, confidence in using Fusion, and readiness to apply modern design tools in academic and industrial projects. |
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| 649 |
Dr. Sabu Augustine |
Innovative Pedagogical initiatives |
Remedial class : |
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| 650 |
Aggi Joseph |
Innovate assessment method |
Combined assignment : Combined Assignment for S5 students -by integrating three distinct core domains: Auto Electrical and Electronics, Manufacturing Processes, and Auto Transmission into a single practical application. |
To foster Experiential Learning through the physical development of functioning prototypes |
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Good |
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| 651 |
Dr. Gee Varghese Titus |
Innovative Pedagogical initiatives |
Computer Networks : Various Topics in CN- Routing .. |
To understand the concepts better |
ICT tools |
Good |
Good |
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| 652 |
Reethu Susan Varghese |
Innovate assessment method |
Project-based and collaborative learning approach- S6 Chemical Technology : This assignment adopts a project-based and collaborative learning approach to familiarize students with industrial process instrumentation through the development of Piping and Instrumentation Diagrams (P&IDs). Students work in groups to convert a Process Flow Diagram (PFD) into a detailed P&ID by incorporating essential instrumentation components such as control valves, pressure gauges, flow meters, temperature sensors, safety relief valves, pumps, and pipelines. They are also required to explain the function of each instrument and present their work through a structured presentation. Each group is assigned a different industrial process (e.g., sulfuric acid, cement, Haber process, glass manufacturing, chlor-alkali process, and cement raw material beneficiation), thereby exposing the class to diverse chemical industries and encouraging peer learning. |
project-based and collaborative learning approach |
group presentation. Familiarise P &ID Diagram |
Good |
Good |
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| 653 |
Amal K Jose |
Innovative Pedagogical initiatives |
Established an IoT Laboratory : Established an IoT Laboratory by showcasing innovative projects developed by Regular MCA students as part of their combined micro-projects in Cloud Computing, Internet of Things (IoT), and Virtualization & Containers. |
To establish an IoT Laboratory by showcasing student-developed projects that integrate Cloud Computing, IoT, and Virtualization & Containers, thereby promoting experiential learning and innovation. |
Students developed interdisciplinary micro-projects under faculty guidance, and the completed projects were evaluated, collected, and displayed in the IoT Laboratory. |
Students highly appreciated the hands-on learning experience, which enhanced their technical knowledge, teamwork, and confidence. |
The initiative successfully established an IoT Laboratory while strengthening practical skills, innovation, and industry readiness among MCA students. |
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| 654 |
Dr. Nikki John Kannampilly |
Innovate assessment method |
Exhibition-Cum sale of Innovative food products- FOOD PRESERVATION LAB FTL 411 : Exhibition-Cum sale of Innovative food products- FOOD PRESERVATION LAB FTL 411 . The exhibition-cum-sale successfully strengthened students' technical, entrepreneurial, and communication skills by providing hands-on experience in product development, commercialization, consumer feedback, and value addition, while fostering innovation and industry readiness. |
Exhibition-Cum sale of Innovative food products- FOOD PRESERVATION LAB FTL 411 |
The exhibition-cum-sale successfully strengthened students' technical, entrepreneurial, and communication skills by providing hands-on experience in product development, commercialization, consumer feedback, and value addition, while fostering innovation and industry readiness. |
Students reported that the activity enhanced their practical knowledge of food product development, preservation techniques, entrepreneurship, marketing, customer interaction, and teamwork. They gained confidence in showcasing and promoting their innovative products to a wider audience. |
The exhibition-cum-sale successfully strengthened students' technical, entrepreneurial, and communication skills by providing hands-on experience in product development, commercialization, consumer feedback, and value addition, while fostering innovation and industry readiness. |
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| 655 |
Dr. Nikki John Kannampilly |
Innovate assessment method |
Innovative Assessment – FOOD PLANT LAYOUT DESIGN : Design an innovative food model or miniature food processing layout using appropriate food products and sustainable materials. |
To enhance students' creativity, technical knowledge, and problem-solving skills by designing innovative food models that demonstrate food processing concepts using sustainable materials and food products. |
Students worked individually or in teams to conceptualize, design, and fabricate miniature food processing models using food products and eco-friendly materials. They presented the model, explained its concept, processing principles, sustainability aspects, and answered questions during evaluation. |
Students found the activity highly engaging and informative, improving their understanding of food processing operations, creativity, teamwork, communication, and sustainable product design through experiential learning. |
The activity enhanced students' practical application of food engineering concepts, innovation, presentation skills, and awareness of sustainable practices while promoting collaborative learning and creative thinking. |
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| 656 |
Reshmi V |
Innovate assessment method |
Assignment 2 - Virtual Lab : |
It promotes self-learning, enhances analytical and simulation skills, and bridges the gap between classroom learning and practical engineering applications. |
Vitrual Lab experiment |
Good |
Good |
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| 657 |
Reshmi V |
Innovate assessment method |
Assignment 1 - Virtual Lab : This Virtual Lab assignment provides students with hands-on experience in applying theoretical concepts of power system analysis through an interactive simulation environment. |
It promotes self-learning, enhances analytical and simulation skills, and bridges the gap between classroom learning and practical engineering applications. |
Vitrual Lab experiment |
Good |
Good |
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| 658 |
Reshmi V |
Innovate assessment method |
S2 Civil and Metallurgy Assignment : This innovative assignment develops students' analytical and decision-making skills through real-world renewable energy applications. |
analytical and decision-making skill |
Application based question |
Good |
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| 659 |
Dr. Surej Rajan C |
Innovate assessment method |
Cognitive Mindset Assessment — Design and Engineering : The activity was conducted to diagnose the design-thinking disposition of first-year Chemical Engineering students at the entry stage of the Design and Engineering course. Unlike a knowledge test, the instrument measures habitual cognitive behaviour — how a student frames a problem, responds to failure, handles constraints, works in a team and weighs safety and sustainability. |
The activity was conducted to diagnose the design-thinking disposition of first-year Chemical Engineering students at the entry stage of the Design and Engineering course. Unlike a knowledge test, the instrument measures habitual cognitive behaviour — how a student frames a problem, responds to failure, handles constraints, works in a team and weighs safety and sustainability. |
Each of the 20 items presented a realistic engineering situation with four behavioural alternatives. Responses were scored on a three-point rubric (3 = mature design behaviour, 2 = partially aligned, 1 = novice or avoidant behaviour) and aggregated into seven cognitive dimensions. The Cognitive Mindset Index (CMI) is the mean score expressed as a percentage of the maximum. Attainment for an item is taken as the share of students scoring 2.5 or above. |
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With a cohort Cognitive Mindset Index of 91.8% and no student below the Proficient band, the class demonstrates a strong entry-level design disposition, particularly in iteration, resilience and team conduct. The attainment threshold of 70% set for the course outcome is therefore met. The two dimensions that fall below the cohort mean — sustainability judgement and safety prioritization |
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| 660 |
Dr. Surej Rajan C |
Innovate assessment method |
Quiz on Module 1 — ICH (Minor in Chemical Engineering) : The Minor in Chemical Engineering enables students of other undergraduate programmes to acquire a formal secondary specialization, in line with the multidisciplinary provision of NEP 2020. This quiz was administered on completion of Module 1 to verify comprehension of the historical evolution of the discipline, the role and scope of the chemical engineer, the structure of the Indian chemical industry, and the fundamentals of process development and plant design. Being a direct assessment with an auto-generated score, it provides immediate evidence of course outcome attainment and immediate feedback to the learner. |
The Minor in Chemical Engineering enables students of other undergraduate programmes to acquire a formal secondary specialisation, in line with the multidisciplinary provision of NEP 2020. This quiz was administered on completion of Module 1 to verify comprehension of the historical evolution of the discipline |
Module 1 Sub-Topic (items) Items Attainment Programme Outcomes Process development and plant design concepts Q16–Q20 97.3% PO1, PO2, PO3, PO6 Role, scope and responsibilities of the chemical engineer Q6–Q10 95.5% PO1, PO6, PO7, PO8 Historical evolution of the discipline Q1–Q5 85.5% PO1, PO12 Indian chemical industry landscape Q11–Q15 78.2% PO6, PO11, PO12 Overall Module 1 attainment Q1–Q20 89.1% Target 60% — attained at Level 3 |
22 Students |
Module 1 of the Minor in Chemical Engineering was assessed through a 20-item online quiz completed by 22 students from the Food Technology and Mechanical Engineering programmes. Cohort attainment stood at 89.1%, with 95.5% of students crossing the target performance level, and the course outcome is recorded as attained at Level 3. |
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| 661 |
Dr. Surej Rajan C |
Innovate assessment method |
Design and Engineering, Module 1 — Design a comprehensive parameter framework for a smart automotive seat ecosystem balancing safety, usability, cost and innovation : To test this at application level rather than recall level, students were set an open-ended design question requiring them to construct a parameter framework for a smart automotive seat ecosystem |
To test this at application level rather than recall level, students were set an open-ended design question requiring them to construct a parameter framework for a smart automotive seat ecosystem |
Open Ended Question |
50 |
. The exercise provides direct evidence for the design, safety, sustainability and communication components of the course outcome. |
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| 662 |
Dr. Surej Rajan C |
Innovative Pedagogical initiatives |
Typing Speed Test (3 Minutes) — Baseline Digital Skills Assessment : Keyboard proficiency is a prerequisite skill rather than an optional one for a present-day engineering graduate. Laboratory records and project reports are prepared digitally, process simulation and computational work requires sustained data entry, online proctored examinations and placement aptitude tests are time-bound, and workplace correspondence is typed. |
Keyboard proficiency is a prerequisite skill rather than an optional one for a present-day engineering graduate. Laboratory records and project reports are prepared digitally, process simulation and computational work requires sustained data entry, online proctored examinations and placement aptitude tests are time-bound, and workplace correspondence is typed. |
Typing Speed Test (3 Minutes) - Online |
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. The activity establishes a documented starting point for keyboard proficiency, supports the skill-enhancement provisions. |
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| 663 |
Jetty Benjamin |
Innovate assessment method |
Infosys Springboard : Graph Data Structures: Implementing Graph Traversal & Shortest Path Algorithms |
Graph Data Structures: Implementing Graph Traversal & Shortest Path Algorithms |
Certification |
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| 664 |
Mebin T Kuruvila |
Innovate assessment method |
MCQ-Based Comprehensive Assessment : MCQ-Based Comprehensive Assessment : Innovate assessment method
Conducted MCQ-based comprehensive assessments for course revision and evaluation. Improved conceptual understanding and analytical thinking. |
To assess conceptual understanding. To improve analytical thinking. To prepare students for competitive exams. |
Conducted MCQ-based assessments. Covered important course topics. Reviewed answers and discussed key concepts. |
Overall feedback was positive. |
Improved conceptual understanding. Enhanced examination readiness. Helped identify learning gaps. |
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| 665 |
Shinosh Mathew |
Innovate assessment method |
Project based Learning : Combined Project Electric Circuit theory and Digital Electronics |
Project based Learning |
Project Work |
Good |
Good |
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| 666 |
Dr. Surej Rajan C |
Innovate assessment method |
POST-LECTURE FORMATIVE ASSESSMENT : The quiz was administered immediately after the first lecture of the Fluid Mechanics course as a formative check on the introductory content - the classification of mechanics and its fluid sub-disciplines, the shear-stress basis of the solid–fluid distinction, the definitions of normal and tangential stress, and the phase behaviour of liquids and gases. |
To get an idea about Fluid Mechanics course as a formative check on the introductory content - the classification of mechanics and its fluid sub-disciplines, the shear-stress basis of the solid–fluid distinction, the definitions of normal and tangential stress, and the phase behaviour of liquids and gases. |
QUIZ - POST-LECTURE FORMATIVE ASSESSMENT |
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Forty-three students of S3 Chemical Engineering completed the quiz with a cohort attainment of 87.3%, and every student crossed the target performance level. |
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| 667 |
Ria Maria George |
Innovative Pedagogical initiatives |
Project was given as the Assignment for 24ESC106 Logic Circuit Design : The class was divided into 16 group, each group consisting of 4 members. Each group was asked to submit an innovative hardware project as their assignment. |
To develop more teamwork among the students |
Students were divided into groups of four and assigned a hardware-based mini project. Each group identified a real-world problem, designed a digital logic solution, simulated the circuit using appropriate software, developed a working hardware prototype, and demonstrated its functionality. Peer learning, collaborative problem-solving, faculty mentoring, and continuous progress reviews were incorporated throughout the activity. |
90.18 |
The activity significantly enhanced students' understanding of digital logic concepts through hands-on implementation. It improved teamwork, communication, creativity, problem-solving, and project management skills. Students were actively engaged throughout the assignment, demonstrated better conceptual clarity, and successfully developed innovative hardware projects. The positive student feedback score of 90.18% reflects the effectiveness of this pedagogical initiative. |
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| 668 |
Indira V |
Innovate assessment method |
Petroleum Refinery Engineering: Seminar : Seminar for Petroleum Refinery Engineering |
To improve the presentation skill and PPT preparation |
Presentation |
Very good |
To improve the presentation skill and PPT preparation |
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| 669 |
Victor Jose |
Innovate assessment method |
Design and Project based Assesment : Design and Project based Assesment for S7 EEE and S8 EEE |
Academic |
Personal |
Very Good |
Very Good |
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| 670 |
Dr. Binu M Issac |
Innovative Pedagogical initiatives |
: As part of the S5 Structural Analysis course, an on-campus field visit was organized to observe simply supported and cantilever trusses in existing structures. This experiential learning activity enabled students to relate theoretical concepts discussed in the classroom to real-life structural systems. Through direct observation and faculty-led discussions, students gained a better understanding of load transfer mechanisms, support conditions, and the practical behavior of truss members, thereby enhancing conceptual clarity and application-oriented learning. |
To bridge the gap between theory and practice by enabling students to study the behavior and structural configuration of simply supported and cantilever trusses through an on-campus field visit. |
Field demonstration |
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| 671 |
Dr. Surej Rajan C |
Innovative Pedagogical initiatives |
Concept, Brainstorming, Model Drawing and Presentation : A brainstorming worksheet in which alternatives were generated, a hand-drawn model of the proposed system, a presentation, a team photograph, and a declaration signed by the team lead that the content had been discussed with all members. |
A brainstorming worksheet in which alternatives were generated, a hand-drawn model of the proposed system, a presentation, a team photograph, and a declaration signed by the team lead that the content had been discussed with all members. |
Concept, Brainstorming, Model Drawing and Presentation |
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The activity provides direct evidence for the ideation, graphical representation, teamwork and communication components of the course outcome, and the requirement of brainstorming worksheets and hand-drawn models gives the department a documented record of the design process rather than of the outcome alone. |
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| 672 |
Dr. Surej Rajan C |
Innovate assessment method |
Presentation Software Proficiency Test — Microsoft PowerPoint : Presentation software is the medium through which engineering students communicate project work, seminar content and, later, professional proposals. The test was administered to establish whether the first-year cohort possessed both the operational skills to build a deck and the design judgement to build a readable one, ahead of the mini project presentation deliverable required later in the semester. |
Presentation software is the medium through which engineering students communicate project work, seminar content and, later, professional proposals. The test was administered to establish whether the first-year cohort possessed both the operational skills to build a deck and the design judgement to build a readable one, ahead of the mini project presentation deliverable required later in the semester. |
Presentation Software Proficiency Test |
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Assesses knowledge of software features and of stated design conventions |
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| 673 |
Shinosh Mathew |
Innovate assessment method |
MATLAB Certification Course - Simulink : MATLAB Certification Course - Simulink fundamentals |
Good in power electronic simulations |
Online course |
Good |
Good |
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| 674 |
Binumon Joseph |
Innovative Pedagogical initiatives |
Established an IoT Laboratory : Established an IoT Laboratory by showcasing innovative projects developed by Regular MCA students as part of their combined micro-projects in Cloud Computing, Internet of Things (IoT), and Virtualization & Containers. |
To establish an IoT Laboratory by showcasing student-developed projects that integrate Cloud Computing, IoT, and Virtualization & Containers, thereby promoting experiential learning and innovation. |
Students developed interdisciplinary micro-projects under faculty guidance, and the completed projects were evaluated, collected, and displayed in the IoT Laboratory. |
Students highly appreciated the hands-on learning experience, which enhanced their technical knowledge, teamwork, and confidence. |
The initiative successfully established an IoT Laboratory while strengthening practical skills, innovation, and industry readiness among MCA students. |
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| 675 |
Anit James |
Innovative Pedagogical initiatives |
Case Study Based Learning Approach for Operating Systems (24INMCAT206) : To enhance conceptual understanding and promote application-oriented learning, a Case Study Based Learning (CSBL) approach was implemented in the course 24INMCAT206 – Operating Systems. Students were assigned five real-world case studies covering contemporary topics such as Modern Operating Systems, Processor Technologies, Concurrency in Cloud Applications and Microservices, Cloud Storage Integration, and Cloud Operating Systems. Through analysis, comparison, and evaluation of current technologies, students connected theoretical Operating System concepts with real-world computing environments. The initiative encouraged self-learning, critical thinking, problem-solving, technical analysis, and collaborative learning beyond traditional classroom instruction. |
Bridge the gap between theoretical concepts and real-world applications. Develop analytical and critical thinking skills. Promote self-learning and independent research. Enhance understanding of modern operating system technologies. |
Preparation and distribution of five domain-specific case studies. Student analysis of current operating system technologies and architectures. Comparative study of Linux, Windows, Android, iOS, Intel, AMD, cloud platforms, and microservice environments. Report preparation and presentation of findings. Faculty guidance and feedback throughout the activity. |
Students reported improved understanding of Operating System concepts and appreciated the opportunity to explore real-world technologies and industry practices through case-study analysis. |
The initiative significantly improved student engagement and conceptual clarity. Students demonstrated better analytical skills, enhanced understanding of modern computing environments, and greater ability to apply Operating System concepts to real-world scenarios. The activity promoted active learning, independent research, and outcome-based learning practices. |
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| 676 |
Dr. Bijimol T K |
Innovative Pedagogical initiatives |
Industry and Societal Challenge-Based Learning : Students develop technical and analytical skills by addressing open-ended challenges through collaborative learning. |
To develop students' technical, analytical, critical thinking, and collaborative problem-solving skills by engaging them in solving open-ended real-world challenges. |
Identify real-world challenges, Form student teams, Analyze problem statements, Brainstorm innovative solutions, Design and develop prototypes/models, Implement and test solutions, Faculty mentoring and periodic reviews, Present solutions, Evaluate outcomes and reflect on learning. |
Good |
Students enhanced their technical competence, teamwork, and problem-solving abilities by developing innovative solutions to real-world challenges. The initiative improved creativity, decision-making, communication skills, and confidence in addressing complex engineering and societal problems. |
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| 677 |
Meera Rose Mathew |
Innovate assessment method |
Cloud-Integrated Smart IoT Monitoring System Using ESP32, OpenStack, and Containerized Services : This combined micro project integrates concepts from Internet of Things (24MCAT213), Virtualization and Containers (24MCAT203), and Cloud Computing (24MCAT231). Students will design and develop a complete IoT-based monitoring system using an ESP32 microcontroller connected to at least one sensor or module (such as temperature, humidity, gas, motion, or light sensor). The sensor data will be transmitted to a containerized backend application with database support running inside Docker containers. The backend will be deployed on a private cloud environment created using OpenStack, enabling scalable and virtualized infrastructure. Finally, students will develop a real-time web dashboard to visualize and monitor sensor data, demonstrating the integration of IoT devices, cloud infrastructure, virtualization technologies, containers, and web-based data analytics in a unified solution. |
The objective of this combined micro project is to enable students to integrate IoT, cloud computing, and containerization technologies by developing a complete end-to-end smart monitoring system. The project aims to enhance practical skills in embedded systems, cloud deployment, virtualization, backend development, database integration, and real-time data visualization. |
Students designed and implemented an IoT application using an ESP32 and a sensor module, deployed a containerized backend with database support on an OpenStack-based private cloud, and developed a real-time web dashboard to collect, process, store, and visualize sensor data. The project was carried out through hands-on implementation, testing, and system integration. |
Students found the project highly engaging and appreciated the opportunity to integrate multiple technologies into a single application. They reported improved understanding of IoT communication, cloud deployment, Docker containers, and real-time data visualization, while gaining confidence in developing industry-oriented solutions. |
The combined micro project successfully strengthened students' practical knowledge of IoT, virtualization, containers, and cloud computing through an integrated learning experience. It improved problem-solving, system integration, and collaborative development skills while providing exposure to modern technologies commonly used in smart applications and cloud-based solutions. |
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| 678 |
Dr. Manoj T Joy |
Innovate assessment method |
Individual Assignments : Individual assignments help students to improve creativity. All the assignments are uploaded to a drive folder so that every assignment can be seen by all the members of that class, and this content will help them to prepare for examinations. Every topic in the syllabus will be covered for assignments |
Encourages students to think critically, solve problems creatively |
Online |
Helpful for exam preperation |
Better marks for end semester examination |
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| 679 |
Dr. Surej Rajan C |
Innovative Pedagogical initiatives |
Flow Visualization, Flow Separation and Vortex Shedding — Video-Assisted Flipped Learning Activity : To reinforce, through flow-visualization videos, the concepts of boundary-layer separation, wake structure and periodic vortex shedding introduced in the classroom, and to test their application to Reynolds and Strouhal number calculations. |
To reinforce, through flow-visualisation videos, the concepts of boundary-layer separation, wake structure and periodic vortex shedding introduced in the classroom, and to test their application to Reynolds and Strouhal number calculations. - |
flow-visualization videos |
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To Explain flow separation, wake formation and vortex shedding past bluff bodies |
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| 680 |
Dr. Surej Rajan C |
Innovate assessment method |
ONLINE QUIZ (MODULE 1.2) : The quiz was conducted immediately after the completion of Modules 1.2 to assess the students' comprehension of the fundamental physical properties of fluids, their defining relations, SI and FPS unit conventions, and the ability to apply these relations to routine engineering computations. |
The quiz was conducted immediately after the completion of Modules 1.2 to assess the students' comprehension of the fundamental physical properties of fluids, their defining relations, SI and FPS unit conventions, and the ability to apply these relations to routine engineering computations. |
Online |
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Definition, symbol and SI unit of density, whereas applied numerical items registered the lowest cluster accuracy (90.7%), identifying computational unit handling as the specific area requiring reinforcement. |
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| 681 |
Dr. Syamkumar K |
Innovate assessment method |
Metallurgy Heads-Up: Phase & Heat Treatment Challenge : A group-based Heads-Up game using Fe-C phase diagram concepts and heat-treatment processes. Students identify the given term through conceptual Yes/No questions without acting or directly revealing the answer. |
To reinforce conceptual understanding of Fe-C phases, phase transformations and heat-treatment processes through collaborative learning and active participation. |
Gamification, collaborative learning, peer questioning and active recall. |
Students found the activity engaging, interactive and helpful for recalling and connecting metallurgical concepts. |
Improved student participation, conceptual recall and peer interaction. |
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| 682 |
Ajith G S |
Innovate assessment method |
Active Learning and Practical Assessment Using Android Studio XML UI Design : Students designed a Student Registration Form in Android Studio using XML UI components. |
To develop students’ practical skills in Android XML layouts and UI design. |
Live coding demonstration followed by hands-on practice and independent task completion. |
Students actively participated and demonstrated understanding through practical task performance and peer evaluation. |
Students successfully created, tested, and evaluated an Android XML-based user interface independently. |
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| 683 |
Fr. Dr. Rubin Thottupurathu Jose |
Innovate assessment method |
Inculcating Values : Students were given with Ethics and Morality related case study to make a short film. |
Value incucation |
Discussion, role play |
Good |
Chartacter formation |
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| 684 |
Dr. K Jessy |
Innovative Pedagogical initiatives |
Industrial Safety: From Hazard Identification to Risk Prevention : An industry interaction session was organized by the Department of Mechanical Engineering with Mr. Bose Varghese, Managing Director, Exsecop and Professor of Practice, as the resource person. The session focused on industrial safety, hazard identification, risk assessment, and preventive measures, providing students with practical insights into workplace safety practices.The session was conducted for CSE A ,2023-27 batch. |
To familiarize students with industrial safety practices; to develop awareness of workplace hazards and risk assessment; to understand practical methods for hazard prevention and accident control; and to bridge theoretical knowledge with industrial safety practices. |
Expert lecture, industry-oriented presentation, real-world examples, interactive discussion, case-based learning, and student–industry interaction. |
Students found the session informative and highly relevant to industrial practice. They appreciated the practical insights, real-world examples, and interactive discussion on hazard identification and risk prevention. |
The session enhanced students’ awareness of industrial hazards, safety practices, risk assessment, and preventive measures. It helped students relate classroom concepts to real industrial situations and strengthened their understanding of workplace safety and professional responsibilities. |
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