Profile Picture
Dr. Juby Mathew

HOD

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

# Address

Pallivathukal, Chathenthara P.O, Kollamula, Ranni, Pathanamthitta - 686510 Kerala

Dr. Juby Mathew

HOD, Computer Science & Engineering

Date of Joining : 12-09-2011

Department Responsibilities
Member Board of Studies (KTU)
Education Summary
  • Post Doctoral Fellowship- Big Data Analytics - Mahatma Gandhi University Kottayam (2019)
  • Ph. D- Design and Analysis of Algorithms - Mahatma Gandhi University,Kottayam (2016)
  • M.Tech- Computer Science and Engineering - Manonmaniam Sundaranar University,Tirunelveli (2013)
  • MCA- Computer Applications - Periyar University Salem (2003)
Employment History
  • Professor in Amal Jyothi College of Engineering from 2021 onwards
  • Associate Professor in Amal Jyothi College of Engineering from 2016 to 2021
  • Assistant Professor in Amal Jyothi College of Engineering from 2011 to 2016
  • Lecturer in St.Dominic's College Kanjirapally from 2003 to 2009
Awards and Achievements
  • 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
Doctoral Students Guided
  1. Shiney Thomas,  Automatic Traffic Sign Detection and Recognition using Deep Learning Models, APJ Abdul Kalam Technological University (2025)
  2. 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)
  3. Rony Tom,  Large Language Model based Deep Re-Transformer with Autoencoder CapsNet for Structured English-to-Malayalam Translation, APJ Abdul Kalam Technological University (2025)
  4. 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 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)
  • 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)
  • 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

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

  • 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

  • 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

  • Reviewer-National Conference, NACORE, Reviewer, from 2018-12-10 to 2019-05-30
  • Board of Studies, KTU, Member, from 1970-01-01 to 1970-01-01

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

  • Website Development, Vimala Books, 15-01-2025
  • Web App, Adex Healthcare Plus , 10-09-2024

Programs Organized

  • 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
  • Member Board of Studies (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


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