Dr. Juby Mathew
HOD, Professor
Date of Joining : 12-09-2011
AICTE Id : 1-742392511
https://jubymathew.amaljyothi.ac.in
Membership in
- IEEE - Life Time(92046185)
- IDES - Life Time(1063)
Areas of Interest
- Data Science
- Machine Learning
Area of Specialization
- Analysis of Algorithms, Soft Computing
Pallivathukal,
Chathenthara P.O,
Kollamula,
Ranni,
Pathanamthitta - 686510 Kerala
Disciplinary Action Committee Member,Academic Council Member,Member Board of Studies (KTU),Member Board of Studies (Autonomous College),Ph.D. Guide at KTU
- Post Doctoral Fellowship- Big Data Analytics - MG University, Kottayam(2019)
- Ph. D- Design and Analysis of Algorithms - MG University, Kottayam(2016)
- M.Tech- Computer Science and Engineering - Manonmaniam Sundaranar University,Tirunelveli (2013)
- M Phil- Computer Applications - Madurai Kamaraj University(2007)
- MCA- Computer Applications - Periyar University, Salem (2003)
- Research Associate in School of Computer Science, Kottayam from 2017 to 2019
- Lecturer in JPM College of Management & Technology, Kattappana from 2009 onwards
- Lecturer in St. Dominic's College Kanjirappally from 2004 to 2009
- Lecturer in St. Antony's College of Computer Science, Kanjirappally from 2003 to 2004
- Google AI Certification, awarded Google
- P T Bhaskarapanikkar Science writing Fellowship, awarded Kerala State Council for Science - Technology and Environment (KSCSTE)
- Oracle Certified Associate- Oracle Cloud Infrastructure 2021 Certified Architect Associate, awarded Oracle
- Selected as Best Teacher Award in the academic year 2021-2022, awarded AJCE
- Oracle Certified Foundations Associate, awarded Oracle
- Selected as top performing faculty 2015-16, awarded AJCE
- Selected as top performing faculty 2013-14 , awarded AJCE
- Best Paper Award SAC AIM 2014, awarded SAC AIM
- Ardra B S, Edge deployed enhanced multi class cancer diagnosis system, APj Abdul Kalam Technological University (2026)
- Shiney Thomas, Automatic Traffic Sign Detection and Recognition using Deep Learning Models, APJ Abdul Kalam Technological University (2025)
- Jetty Benjamin, Optimize Continuous Integration and Continuous Deployment Environment in DevOps by using Data Analysis and Machine Learning Techniques., APJ Abdul Kalam Technological University (2025)
- Rony Tom, Large Language Model based Deep Re-Transformer with Autoencoder CapsNet for Structured English-to-Malayalam Translation, APJ Abdul Kalam Technological University (2025)
- Jayakrishna V, Large Language Model based Deep Re-Transformer with Autoencoder CapsNet for Structured English-to-Malayalam Translation, APJ Abdul Kalam Technological University (2024)
- Patents Granted for IOT BASED DEVICE FOR VEGETABLES FRESHNESS DETECTION from Chennai on the year 2025(220812)
- Patents Published for Agri guard edge artificial intelligence device from Chennai on the year 2025(072025)
- Patents Published for Real-Time Leaf Disease Detection in Bell Pepper and Grape Using a Hybrid Deep Learning Model from Chennai on the year 2024(202441086965)
- ML-Driven DevOps: An Empirical Framework for Predictive Optimization and Intelligent Automation in CI/CD Pipelines ,2026, Software: Practice and Experience
- Assistive Technologies for the Visually Impaired: A Comprehensive Survey ,2026, International Journal on Emerging Research Areas
- Enhancing DevOps Pipelines With Viral Spread Optimization and Hybrid Deep Learning ,2026, Journal of Computer Science
- Optimizing continuous integration and continuous deployment pipelines with machine learning: Enhancing performance and predicting failures ,2025, Advances in Science and Technology Research Journal
- Enhancing continuous integration predictions: a hybrid LSTM-GRU deep learning framework with evolved DBSO algorithm ,2025, Computing
- ML DevOps Adoption in Practice: A Mixed-Method Study of Implementation Patterns and Organizational Benefits ,2025, arXiv
- Ebola optimization search algorithm for the enhancement of devops and cycle time reduction ,2023, International Journal of Information Technology
- Optimized deep CNN based Prediction model for Injury Severity Risk factor in Automobile Crashes ,2020, International Journal of Advanced Science and Technology
- Multilinear Principal Component Analysis with SVM for Disease Diagnosis on Big Data ,2019, IETE Journal of Research
- Big Data Processing Framework for Cancer Diagnosis Using Support Vector Machine classifier ,2019, International Journal of Engineering, Applied and Management Sciences Paradigms
- Principal Component Analysis with SVM for Disease Diagnosis ,2019, International Journal of Innovative Technology and Exploring Engineering
- Implementation of Parallel Firefly Algorithm ,2017, International Journal of Emerging Trends & Technology in Computer Science
- Gene Expression Data Analysis using Fuzzy C-means Clustering Technique ,2016, International Journal of Computer Applications (IJCA)
- Analysis of BigData using Apache Hadoop and Map Reduce ,2016, Dominican Discern
- Scalable Parallel Clustering Approach for Large Data using Possibilistic Fuzzy C-Means Algorithm ,2014, International Journal of Computer Applications (IJCA)
- Scalable Parallel Clustering using Modified Firefly Algorithm ,2014, Journal of Computer Engineering (IOSR-JCE)
- Smart Urban Transit Management System ,2026, International Conference on Recent Advancement in Electrical, Computer and Communication Technologies (IECCT)
- Enhancing Lung Cancer Detection: An Ensemble Deep Learning Approach with EfficientNet and ResNet50 ,2024, AICERA-ICNSS 2025
- IoT-enabled smart bins: transforming waste management for sustainable development ,2024, AICERA-ICNSS 2025
- An Automated Machine Learning NLP Model for Enhancing the Translation of English Causative Sentences into Malayalam Language ,2023, AICERA/ICIS
- Study of the contextual factors of a project affecting the build performance in Continuous Integration ,2023, AICERA/ICIS
- Transforming Software Development: Achieving Rapid Delivery, Quality, and Efficiency with Jenkins-Based CI/CD Pipelines ,2023, AICERA/ICIS
- Fusing Deep CNN and Local Binary Pattern for Accurate Plant Disease Diagnosis ,2023, AICERA/ICIS
- Malayalam TTS using Tacotron2, WaveGlow and Transfer Learning ,2023, AICERA/ICIS
- Optimize the translation of Indian languages for large target vocabulary in neural machine translation using multi-head attention mechanism ,2023, COMPUTATIONAL ENGINEERING AND MACHINE LEARNING ALGORITHMS
- Graph Grammar for Parikh Word Representable Graphs ,2021, 2nd International Conference on Innovative Trends In Information Technology (ICITIIT-21),Indian Institute of Information Technology Kottayam
- Enhancing the efficiency of continuous integration environment in DevOps ,2020, Annual International Conference on Emerging Research Areas (AICERA 2020)
- Analysis of image inpainting and object removal methodologies ,2020, Annual International Conference on Emerging Research Areas- AICERA 2020
- Premises Vehicle Monitoring System Using Deep Learning ,2017, National Conference on Interdisciplinary Research and Innovative Technologies
- Application of Multilinear Principal Component Analysis in Diagnosis on Big Data ,2016, International Conference on Engineering and Technology
- Implementation of Parallel Clustering Algorithms Using Join and Fork Model ,2016, International Conference on Innovations in information Embedded and Communication Systems (ICIIECS16)
- Enhancement of Parallel K-Means Algorithm ,2015, IEEE Sponsored 2nd International conference on Innovations in Information, Embedded and Communication Systems
- Scalable Parallel Clustering Approach for Large Data using Genetic Possibilistic Fuzzy C-Means Algorithm ,2014, IEEE International Conference on Computational Intelligence and Computing Research
- Scalable Parallel Clustering Approach for Large Data using Parallel K Means and Firefly Algorithm ,2014, IEEE International Conference on High Performance and Computing Applications
Book / Chapters Published
| SI# | Title of the book | Publisher | Year | ISBN No |
|---|---|---|---|---|
| 1. | Algorithm Analysis,Foundations,Analysis and Examples |
Vimala Books,Kanjirapally |
2016 |
978-93-5267-154-0 |
| 2. | Research Advances in Network Technologies |
Routledge and CRC Press |
2024 |
9781032561196 |
| 3. | Inventive Systems and Control-Lecture Notes in Networks and Systems |
Springer Singapore |
2021 |
978-981-16-1395-1 |
| SI# | Title of the paper/article | Publisher | Year(dd-mm-yy) | Page (From-To) | ISBN No |
|---|---|---|---|---|---|
| 1. | Classification of Healthy and Unhealthy Bell Pepper Crops and Leaves for Precision Agriculture Using Mobile Net V2 | Springer | 10-07-2026 | 337-352 | 978-3-032-12117-2 |
| 2. | A Comparative Analysis of Continuous Integration/Continuous Deployment Optimization Techniques: Enhancing DevOps Pipeline Efficiency through Modern Practices | CRC Press | 10-07-2026 | 121-129 | 9781041145172 |
Training programs attended
- Building Web Development Solutions with Cloud Computing, AICTE-TLB , Online, from 2024-12-09 to 2024-12-13
- Applied AI: Practical Implementations, TechSaksham-Microsoft and AICTE, Online, from 2024-09-09 to 2024-09-13
- 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
- AICTE Student Learning Assessment STTP- PARAKH, AICTE, Online, from 2021-11-22 to 2021-12-19
- Data Science, NATIONAL POWER TRAINING INSTITUTE(SOUTHERN REGION)., Online, from 2021-08-09 to 2021-08-13
- AICTE Incorporating Universal Human Values in Education (An AICTE Initiative), AICTE, Online, from 2021-05-31 to 2021-06-04
- AICTE Training and Learning (ATAL) FDP-Data Analytics, National Institute of Technology Agartala, Online, from 2021-02-01 to 2021-02-05
- Data Science, Saintgits college of Engineering, Kottayam, Online, from 2021-01-18 to 2021-01-22
- Computer Science & Biology, Amal Jyothi College of Engineering, Kanjirapally, Online, from 2020-08-24 to 2020-08-28
- Administrative Training Program - Moodle LMS Management, Marian College Kuttikkanam (Autonomous), Amal Jyothi College of Engineering, from 2020-07-16 to 2020-08-04
- Online Education in Higher Education Institutions, Kerala State Higher Education Council (KSHEC), Online, from 2020-07-13 to 2020-07-17
- FDP on Technologies for Transformation-IoT, Cyber Security, Block Chain, VR & AR, Big Data, AI and Design Thinking, Department of Computer Applications, Bharathiar University Coimbatore, Online, from 2020-05-25 to 2020-05-30
- 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
- Faculty Development Programme on Big Data Technologies, Amal Jyothi College of Engineering, AJCE, from 2019-01-08 to 2019-01-12
- Faculty Development Programme on PHP 7, AngularJS 6, Laravel , Android & Flutter, Department of Master of Computer Applications, AJCE, AJCE, from 2019-01-01 to 2019-01-07
- 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
Invited speakers in seminars/conferences/workshops
- Ethical Use of Artificial Intelligence in Education and Research, Department of Biotechnology, St. Berchmans College, Changanasserry, from 2026-02-03 to 2026-02-03
- FDP on AI in Research and Academics, IQAC,St George College, Aruvithra, from 2024-11-26 to 2024-11-26
- The Future of AI: Trends, Opportunities, and Challenges in Daily Life, District Women and Child Development Office, Idukki, Govt. of Kerala, Pulianmala, from 2024-09-27 to 2024-09-27
- Ramanujan Lecture Series, Dept. of Mathematics,St Dominic's College Kanjirapally, St Dominic's College Kanjirapally, from 2024-09-05 to 2024-09-05
- Innauguration of MSc Integrated Course and Talk on AI & Machine Learning, St Thomas College, Ranni, from 2022-09-22 to 2022-09-22
- Digital India, Student police Cadets, St.Mary's HS,Ummikuppa, from 2016-12-27 to 2016-12-27
- Innauguration of BCA Club and Talk on Cyber Security, Dept. of BCA,JPM College, JPM College, from 2016-10-21 to 2016-10-21
- International Conference on Information Science (ICIS16), Department of Computer Science, College of Engineering, Cherthala in association with IEEE, Le-Meridien, Cochin., from 2016-08-12 to 2016-08-13
Resource persons in Training programs
- Online Teaching Tools, IQAC, Assumption College, Changanaserry, Assumption College, Changanaserry, from 2020-06-17 to 2020-06-17
- Digital Classroom Technology and Apps, IQAC, St.Dominic s College, Kanjirapally , St.Dominic s College, Kanjirapally , from 2020-05-27 to 2020-05-27
- Social Media and Cyber Awareness, Govt.Polytechinic College, Vechoochira, Govt.Polytechinic College, Vechoochira, from 2019-07-12 to 2019-07-12
- Digital India, Vyapari Ekopana Simiti, Merchant Association,Mukkuttuthara, from 2017-01-20 to 2017-01-27
Funded Projects
- Smart Bus Scheduling System, PI, Fund-Amal Jyothi College of Engineering, Kanjirappally, from 2025-08-01 to 2026-06-20
- P T Bhaskarapanikkar Science writing Fellowship, PI, Fund-Kerala State Council for Science - Technology and Environment (KSCSTE), from 2023-01-01 to 2024-01-01
Faculty as members of Expert committees
- Planning Committe, Vechoochira Local Body, Expert member, from 2026-01-20 to 2027-01-31
- Board of Studies, St.Joseph's College of Engineering & Technology,Palai , Member, from 2024-10-10 to 1970-01-01
- Board of Studies, St Thomas College pala, Member, from 2024-08-11 to 2027-08-11
- Board of Studies,Computer Science & Engineering, APJ Abdul Kalam Technological University, Member, from 2021-01-16 to 2024-12-31
- Reviewer-National Conference, NACORE, Reviewer, from 2018-12-10 to 2019-05-30
Faculty as members of Editorial Boards
- Indian Journal of Science and Technology, Indian Society of Education and Environment, Reviewer, from 2016-06-01 to 2018-05-22
Consultancy/Extension Services Provided
- Light-Mobile App, SUVARA,Eparchy of Kanjirapally, 31-05-2026
- Website Development, Vimala Books, 15-01-2025
- Web App, Adex Healthcare Plus , 10-09-2024
Programs Organized
- One week FDP on Agentic AI, Coordinator, from 04-05-2026, to 08-05-2026
- Mentoring and thinking skills for Engineering faculty, Coordinator, from 01-09-2021, to 03-09-2021
- AICTE sponsored Annual International Conference on Emerging Research Areas-AICERA-2020, Coordinator, from 14-12-2020, to 16-12-2020
- AICTE sponsored STTP-Machine Learning and Data Analytics-Tools , Coordinator, from 17-08-2020, to 22-08-2020
- AICTE Sponsored STTP on Data Analytics and Machine Learning, Program coordinator, from 03-08-2020, to 08-08-2020
- Online Certification-Oracle, 10 Weeks Virtual Training-Database & SQL, from 01-01-2019, to 30-04-2020
- Oracle Student Day, Webinar coordinator-Blockchain- Presenter: Sander Van Laar, Blockchain Consultant, Syntouch, from 26-02-2018, to 26-02-2018
Positions Held
- Pursuing Board of Studies(Computer Science),SJCET Pala, from 15-10-2024, University Nominee
- Pursuing Board of Studies(ComputerApplications),St thomas Pala, from 10-06-2024, Academic Council Nominee Nominee
- Chairman, from 01-03-2022, to 30-04-2022, Chairman- Integrated MCA(S1 & S3)-KTU Practical Examinations 2021-22
- Pursuing Chairman, from 01-10-2021, Chairperson of the Doctoral Committee Ph.D. Program in the Odd Semester of the Academic Year 2021-22-KTU
- Member, from 12-07-2020, to 02-10-2023, Board of Studies(Computer Science),APJ Abdul Kalam Technological University,Trivandrum
- Pursuing Research Guide, from 05-11-2019, Research Supervisor,APJ Abdul Kalam Technological University
- Member, from 08-01-2019, to 01-08-2022, Department Advisory Board Member
- Observer, from 10-11-2018, to 30-11-2019, Observer-KTU
- Chairman, from 01-02-2018, to 31-12-2019, Chairman- Integrated MCA-KTU Examinations
- Staff Coordinator, from 01-11-2015, to 30-04-2016, Technotica-state level software project contest
- Pursuing Course Coordinator, from 01-04-2012, Oracle Academy have been providing on-line training and online conferences for the students and teaching community
Current Responsibilities
- Question Paper Setter-KTU, from 08-08-2018, to 31-10-2022, Question Paper Setter and Scrutiny board memebr-APJ Abdulkalam Technological University
- Pursuing Research Guide, from 11-11-2019, Research Supervisor-KTU
- Research Council Secretary, from 14-01-2019, to 05-02-2020, Research Council Secretary,AJCE
- Disciplinary Action Committee Member
- Academic Council Member
- Member Board of Studies (KTU)
- Member Board of Studies (Autonomous College)
- Ph.D. Guide at KTU
Specialized Trainings
- NEP 2020 Orientation & Sensitization Programme, Online, 2024-02-15
- AICTE Student Learning Assessment STTP- PARAKH, Online-AICTE, 2021-11-22
- Inculcating Universal Human Values in Technical Education, Online, 2021-05-31
- Data Science, Online-NATIONAL POWER TRAINING INSTITUTE(SOUTHERN REGION), 2021-02-01
- AICTE Training and Learning (ATAL) FDP-Data Analytics, Online, 2021-01-18
- Attended International Conclave on Skills, Engineering & Technology- (ICSET) on the theme Shifting Sands: Insight Driven India ., ICT Academy of Kerala at Park Centre,Technopark Campus,Trivandrum, 2016-06-25
- Attended one day workshop on Cloud Computing, Department of MCA, Marian College Kuttikanam, , 2016-02-16
- Attended one day workshop on High Performance Computing, TCS,Cochin, 2016-01-16
- Attended Six day Saksham Training Workshop, Rajagiri College of Engg.Ernakulam., 2015-09-19
- Attended Science Academies Lecture workshop on Advanced in Wireless Communication and Networking, AmalJyothi College of Engg. Kanjirapally, 2015-07-24
- Attended DRDO Sponsored 2nd IEEE International Conference on Innovations in Infromation, Embedded and Communication Systems, Karpagam College of Engineering Coimbatore, Tamilnadu., 2015-03-20
- Attended International Conference on Advanced IT, Engineering and Management, AIMIT, St. Aloysius College (Autonomous), Mangalore, 2014-10-15
- Attended two weeks ISTE workshop on Computer Networking, IIT Bombay, 2014-07-05
- Teaching Assistant for 10 day ISTE workshop on Database management system, IIT Bombay, 2013-05-05
- Training Programme on Database Design and Programming SQL, Rajagiri School of Technology- Cochin, Kerala, 2013-04-06
- Faculty Development Programme on CLOUD COMPUTING, Tata Consultancy Services (TCS) Cochin, Kerala, , 2013-02-19
- Two Day ISTE Workshop on Aakash for Education, Amal Jyothi College of Engineering Kanjirapally, 2012-11-11
- Two day ISTE Workshop on Writing effective conference papers,, Amal Jyothi College of Engineering Kanjirapally, 2012-02-19
Dr. Juby Mathew
HOD, Computer Science & Engineering
Date of Joining : 12-09-2011