Bini M Issac
Assistant Professor Level 12
Date of Joining : 25-07-2016
AICTE Id : 1-2666030115
https://bini.amaljyothi.ac.in
Membership in
- ACM - Yearly(8289544)
Areas of Interest
- Software Engineering
- C Programming
- Programming with Python
- Data Structures
- Image Processing
- Deep Learning
Area of Specialization
- Medical Image Processing
PAZHAYAMADOM HOUSE,
KANAM P O,
KANAM,
CHANGANACHERRY TALUK,
KOTTAYAM - 686515 KERALA
- M.Tech- Computer Science and Engineering - MG University, Kottayam(2014)
- B.Tech- Information Technology - Cochin University of Science and Technology (2010)
- Assistant Professor in College of Engineering, Kidangoor 2015
- Guest Faculty in College of Engineering , Karunagappally from 2011 to 2012
- Lecturer in College of Engineering , Karunagappally from 2010 to 2011
- Elite certification for "Ethical Hacking" by NPTEL (July to October 2025- 12 weeks course), awarded NPTEL
- Best paper award for my paper titled "3D Hyperchaotic Medical Image Encryption for Teleradiology Applications" in the 4th International Conference on ICT for Digital, Smart and Sustainable Development held on April 23-24 , 2024 at Jamia Hamdard, New Delhi, awarded Jamia Hamdard, New Delhi
- Qualified GATE in 2012 with score 402, awarded Ministry of Human Resource Development, Government of India
- GATE, 2012
- Patents Published for Real time Underwater Image Enhancement system Using an IoUT Enabled U-Net-Based GAN with CBAM and Residual Learning from Office of the Controller General of Patents, Designs and Trademarks on the year 2025(202541131197)
- StegoMed: a GAN inspired medical image steganography using non-adversarial encoder decoder for teleradiology ,2026, Multimedia Tools and Applications
- Deep learning steganography for big data security using squeeze and excitation with inception architectures (SCIE, 2025-2026) ,2025, Scientific Reports
- Enhancing Image Forgery Detection with Multi-Modal Deep Learning and Statistical Methods ,2024, IJERA
- Blockchain based blood donation management system ,2020, INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (IJSREM)
- Intelligent Plant Disease Identification and automatic irrigation system for agricultural fields ,2019, International Journal of Networks and Systems
- ID Based Addressing Scheme for Node Autoconfiguration in Ad Hoc Networks ,2014, International Journal of Computer Science & Communication Networks
- Distributed Addressing Protocol for Node Auto configuration in Ad Hoc Networks using Bloom Filters ,2014, International Journal of Computer Applications Technology and Research
- Loco-Works: A Smart Local Hiring Platform ,2025, Nacore- National Conference on Research in Emerging Areas
- Pixelyse:ViT-VAE for Document Forgery Detection ,2025, Nacore- National Conference on Research in Emerging Areas
- Geriatric Plus-Your one stop solution for Old Aged Care ,2025, Nacore- National Conference on Research in Emerging Areas
- EchoLink : A Voice Based Email Assistance For Blind ,2024, IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES),IIIT Kottayam
- 3D Hyperchaotic Medical Image Encryption for Teleradiology Applications ,2024, Jamia Hamdard, New Delhi
- Lifting Wavelet Transform based data steganography for healthcare and military applications ,2023, RMK Engineering College, Chennai
- Image Descriptor for Visually impaired ,2023, National Conference on Research in Emerging areas
- Applications of Steganography in Healthcare sector ,2023, National Conference on Research in Emerging Areas NACORE 23
- Seeing Through Sound: Object Detection and Distance Analyzer for the Visually Impaired Using Audio Feedback ,2023, National Conference on Research in Emerging Areas NACORE 23
- A Novel Approach for Sampling Mobile Phone Accelerometer Sensor Data for Daily Mood Assessment ,2013, International Conference on Global Innovations in Technology and Sciences/ Saint Gits College of Engineering, Pathamuttom
Book / Chapters Published
| SI# | Title of the paper/article | Publisher | Year(dd-mm-yy) | Page (From-To) | ISBN No |
|---|---|---|---|---|---|
| 1. | Collaborative Federated Learning in healthcare systems | Taylor & Francis group | 31-05-2026 | 226-244 | 9781003384854 |
| 2. | Role of Bioinspired Optimization algorithms in Medical Image steganography for Healthcare applications | IGI Global | 31-05-2026 | 140-158 | 10.4018/979-8-3693-5276-2.ch009 |
| 3. | Qualitative study on steganography of genomic image data for secure data transmission using deep learning models | Elsevier | 31-05-2026 | 219-235 | 978-0-443-27523-4 |
| 4. | Advances in Gait and Footprint Biometrics on Edge Computing: Comprehensive Review and Future Perspectives | IGI Publishers | 31-05-2026 | 187-210 | 9798337363011 |
Training programs attended
- NPTEL Certification on Ethical Hacking, NPTEL, MHRD, , from 2025-07-01 to 2025-10-31
- 26th NEP Orientation and Sensitization Programme , Malaviya Mission Teacher Training Centre, Shri Ram College of Commerce (MMTTC, SRCC) , Online, from 2025-04-21 to 2025-04-29
- Intelligent Computing 4.0, VIT-AP University, Online, from 2025-04-06 to 2025-04-10
- Swayam Course on Integration of Artificial Intelligence in Educational Practices, MoE, Govt. of India, Swayam Online, from 2025-01-01 to 2025-05-18
- Research Paper Writing Using AI Tools, Nuhianwali Education Society, online, from 2024-01-15 to 2024-01-19
- New Age Technologies, VIT-AP University, Online, from 2023-03-28 to 2023-04-01
- Addressing open problems in medical domain through artificial intelligence, Muthoot Institute of Technology and Science, Muthoot Institute of Technology and Science, from 2023-01-30 to 2023-02-03
- Health Research Fundamentals (NPTEL), NPTEL, Online, from 2023-01-26 to 2023-03-26
- Administrative Training Program OBE-Computation & Attainments and Accreditation Workspace in AES, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2022-12-12 to 2022-12-16
- Basics and Best practices for Fruitful Research, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2022-01-10 to 2022-01-14
- Management of Software Systems, Dept of CSE, College of Engineering, Trivandrum sponsored by APJ Abdul Kalam Technological University, College of Enginerring, Trivandrum, from 2021-11-22 to 2021-11-27
- Speech processing in Deep Learning, College of Engineering, Aranmula, Online, from 2021-07-12 to 2021-07-16
- Inculcating Universal Human Values in Technical Education, AICTE, Online , from 2021-02-01 to 2021-02-05
- Paradigm shift in Assessment and Evaluation practices for engineering graduates, Dept of ECE,AJCE, Amal Jyothi College of Engineering, Kanjirappally, from 2020-11-16 to 2020-11-21
- Machine learning and Applications, College of Engineering, Kidangoor, Online , from 2020-08-24 to 2020-08-28
- AICTE sponsored 6-days Short Term Training Program on Data Analytics and Machine learning, Amal Jyothi College of Engineeirng, Kanjirappally, Amal Jyothi College of Engineeirng, Kanjirappally, from 2020-08-03 to 2020-08-08
- Administrative Training Program - Moodle LMS Management, Marian College Kuttikkanam (Autonomous), Amal Jyothi College of Engineering, from 2020-07-16 to 2020-08-04
- Workshop on Moodle site creation, Amal Jyothi College of Engineering, Kanjirappally, Online , from 2020-07-16 to 2020-08-04
- 7 ICT enabled teaching and Learning-Opportunities and Challenges, Rajagiri School of Engineering and Technology, Online , from 2020-07-06 to 2020-07-12
- Introduction to Microservices, Jyothi Engineering College, Thrissur, Online , from 2020-06-30 to 2020-06-30
- International webinar on "Communicative English skills for Engineering students and faculty, Mar Baselios Institute of Technology and Science[MBITS], Online , from 2020-06-28 to 2020-06-30
- ICT Tools for Effective Teaching Learning, Swami Ramanand Teerth Marathwada University, Nanded , Online, from 2020-05-11 to 2020-05-16
- Value Education: Anti-Addiction Awareness Campaign, Amal Jyothi College of Engineeirng, Kanjirappally, Amal Jyothi College of Engineering, Kanjirappally, from 2020-02-10 to 2020-02-10
- Administrative Training Program Essentials of OBE and NBA / NAAC documentation, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2019-08-26 to 2019-08-30
- Two week National Level Faculty Development Programme on Entrepreneurship, TBI Amal Jyothi College of Engineering, IEDC and Maker hub, sponsored by NSTEDB, DST,Government of India, Amal Jyothi College of Engineering, Kanjirappally, from 2019-01-03 to 2020-01-16
- Empowering Educators: A Comprehensive Approach to Mentor- Mentee Schemes, Blooms Taxonomy, and ICT in Teaching, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2018-12-26 to 2018-12-30
- Big Data Analytics with Hadoop, Dept. of CSE, AJCE in association with CCE & ISTE, Amal Jyothi College of Engineering, Kanjirappally, from 2017-03-09 to 2017-03-10
- Workshop on Engineering Design, Kerala Technological university, RIT,Pampady, from 2016-03-19 to 2016-03-19
- Raspberry Pi 2, Dept of CSE, Amal Jyothi College of Engineering, Kanjirappally, Amal Jyothi College of Engineeirng, Kanjirappally, from 2016-03-18 to 2016-03-19
- Educational Technology for Engineering Teachers, IIT Bombay, Online course by IIT Bombay, from 2016-01-07 to 2016-03-07
- Technical Communication for Scientists and Engineers, IIT Bombay sponsored by ISTE, Online course+ Face to face interaction at Remote Centre of IIT Bombay in Amal Jyothi & IITBombayx site, from 2015-08-10 to 2015-12-05
- Advanced Python Programming for Networking,, College of Engineering, Kidangoor, College of Engineering, Kidangoor, from 2015-07-27 to 2015-07-28
Invited speakers in seminars/conferences/workshops
- Unblocking Distributed processes-Strategies and Solutions, Mangalam College of Engineering, Ettumanoor, Online , from 2026-04-28 to 2026-04-28
Resource persons in Training programs
- Educonnect, Dept of CSE & MCA, AJCE, Online, from 2020-12-31 to 2021-01-05
- Python Summer BootCamp, Dept of CSE, Amal Jyothi College of Engineering, Kanjirappally, Amal Jyothi College of Engineeirng, Kanjirappally, from 2019-04-26 to 2019-04-27
Funded Projects
- Smart Pill Box, PI, Fund-Innovation Idea Unleashed Contest (I2U 2025-2026), from 2025-10-01 to 2026-03-31
- Smart Pill Organiser, PI, Fund-Innovation Idea Unleashed Contest (I2U 2025-2026), from 2025-10-01 to 2026-03-31
- Minimalistic Productivity Gadget, PI, Fund-Innovation Idea Unleashed Contest (I2U 2025-2026), from 2025-10-01 to 2026-03-31
Faculty as members of Expert committees
- Nacore Phase 1 , Amal Jyothi College of Engineering, Kanjirappally , Session Chair, from 2025-12-19 to 2025-12-20
- KTU auditor, APJ Abdul Kalam Technological University, Auditor, from 2023-05-01 to 2023-12-30
- Department Question paper scrutiny committee, Amal Jyothi College of Engineering, Kanjirappally , Member, from 2019-01-06 to 2026-01-28
- Research paper reviewer for KETCON 2016, Keral, Reviewer, from 2016-01-08 to 2020-01-09
Fellowship/Membership in Professional Bodies/Academies
- Membership, ACM, 20-10-2016
Programs Organized
- Advances in Machine Learning and Deep learning from Algorithmic foundations to Edge Intelligence, Coordinator, from 24-11-2025, to 28-11-2025
- Ethical Hacking Workshop, Coordinator, from 17-10-2025, to 17-10-2025
- AI powered Image Processing and Machine Learning for Medical and Industrial Applications, co-ordinator, from 09-06-2025, to 13-06-2025
- Workshop on Latex , Coordinator, from 22-10-2019, to 23-10-2019
- Python Summer Boot Camp, Coordinator, from 26-04-2019, to 27-04-2019
- Python Summer Boot Camp, Coordinator, from 05-04-2019, to 06-04-2019
- Python Summer Bootcamp, Coordinator, from 15-03-2019, to 16-03-2019
- Faculty Development Programme on Compiler Design, Coordinator, from 17-12-2018, to 21-12-2018
- Use of ICT in education for Online and Blended learning , Coordinator , from 02-05-2016, to 10-07-2016
Positions Held
- Pursuing Class Teacher, from 01-08-2023, 2023-2027 C Batch Class Teacher
- Class teacher, from 17-08-2020, to 31-03-2021, Class Teacher of 2019-2023 CSE A Batch
- Class teacher, from 01-08-2016, to 30-05-2020, Class Teacher of 2016-2020 CSE B Batch
- Mentor, from 01-08-2015, to 30-07-2016, Mentor of 2015-2019 Batch
Current Responsibilities
- Pursuing AICTE Parakh Assistant Coordinator of our college, from 01-04-2022, AICTE Parakh Assistant Coordinator of Amal Jyothi College of Engineering, Kanjirappally
- Pursuing Department Documentation Support, from 01-08-2022, Documentation of NBA, NAAC, UGC Autonomy works
- Pursuing LOR in charge, from 01-08-2022, Letter of Reference in charge of CSE
- Pursuing Amal Jyothi Chroniques- Team Member from CSE, from 01-06-2024, Amal Jyothi Chroniques- Team Member from CSE
- Pursuing UHV cell member, from 19-07-2025, Member of UHV cell from CSE/CY
- Dept. News Letter Coordinator
- Class Teacher and mentor
- Dept. Parakh Coordinator
Specialized Trainings
- CS213.3x: Algorithms, MOOCs course by IITBombayX, 2017-12-12
- Use of ICT in Education for Online and Blended Learning, IIT Bombay Remote Centre, Amal Jyothi College of Engineering, Kanjirappally, 2016-05-02
- Educational Technology for Engineering Teachers, MOOCs course by IITBombayX, 2016-01-07
- Technical Communication for Scientists and Engineers, IITBombay Remote Centre, Amal Jyothi College of Engineering, 2015-10-08
Bini M Issac
Assistant Professor Level 12, Computer Science & Engineering
Date of Joining : 25-07-2016