Dr TEGIL J JOHN
MA, MCA, MPhil, PhD
ASSISTANT PROFESSOR
MA, MCA, MPhil, PhD
ASSISTANT PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | A hybrid GNN–vanilla vision transformer model for IoT-based soil and crop forecasting | International Journal of Information Technology (Singapore) / 17 / 9 / 5713 - 5719 | 2511-2104 | 25-Oct-2025 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Lecture Notes in Networks and Systems | TEGIL J JOHN | 23673370 | / |
| 2 | Lecture Notes in Networks and Systems | TEGIL J JOHN | 978-981969183-8 | / |
| 3 | 6th International Conference on Electronics and Sustainable Communication Systems, ICESC 2025 | TEGIL J JOHN,BUGGE, BHAGYA PRASAD, KALAIARASI G., PRAVEEN, RVS, RAJAMOHANAN, RAJASREE, SREELATHA, BOLISETTY | 979-833155503-0 | / |
| 4 | 8th International Conference on Computing Methodologies and Communication, ICCMC 2025 | TEGIL J JOHN,KELWADE, KAMLESH, KRISHNA PRASAD S., KUMAR, ARUN, MONIKA M., NERLEKAR, TANAYA | 979-833151211-8 | / |
| 5 | 8th International Conference on Computing Methodologies and Communication, ICCMC 2025 | TEGIL J JOHN,DEEPAKRAJ, JAMUNA, JOSEPHSON, P JOEL, PRIYANKA H.D., SATHIYANATHAN S., SUGANTHI D. | 979-833151211-8 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | 11th INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTING, AND COMMUNICATION TECHNOLOGIES | CONFERENCES | 11th INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTING, AND COMMUNICATION TECHNOLOGIES | PARTICIPANT) | IEEE Bangalore sectionBANGALORE | 10/07/2025 |
| 2 | INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN SIGNAL PROCESSING AND COMPUTATIONAL INTELLIGENCE | CONFERENCES | INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN SIGNAL PROCESSING AND COMPUTATIONAL INTELLIGENCE | PARTICIPANT) | GOVERNMENT ENGINEERING COLLEGE, KOZHIKODEKOZHIKODE | 03/12/2025 |
| 3 | 8TH INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION | CONFERENCES | AUTOMATED LEAF DISEASE DETECTION USING A HYBRID CNN-BiLSTM MODEL FOR SMART AGRICULTURE | PRESENTER) | SURYA ENGINEERING COLLEGEERODE,INDIA | 23/07/2025 |
| 4 | 8th International Conference on Computing Methodologies and Communication | CONFERENCES | Hybrid Bidirectional GRU Approach for Crop Yield Prediction and Climate Change Impact Assessment in Agriculture | PRESENTER) | SURYA ENGINEERING COLLEGE, ERODE , INDIAERODE,INDIA | 23/07/2025 |
| 5 | 6th INTERNATIONAL CONFERENCE ON ELECTRONICS AND SUSTAINABLE COMMUNICATION SYSTEMS | CONFERENCES | A Novel Decision Tree and LSTM Powered Intelligent Agent System for Early Detection of Vegetable Plant Diseases | PRESENTER) | HINDUSTHAN INSTITUTE OF TECHNOLOGY, COIMBATORECOIMBATORE,INDIA | 10/09/2025 |
| 6 | IEEE INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN COMPUTING AND COMMUNICATION | CONFERENCES | FUZZY LOGIC-AHP HYBRID MODEL FOR FACULTY PERFORMANCE EVALUATION TO ENHANCE EDUCATIONAL QUALITY IN HIGHER EDUCATION. | PRESENTER) | SDM Institute of Technology (SDMIT)Ujire, Karnataka, India | 28/11/2025 |
| 7 | 6th INTERNATIONAL CONFERENCE ON SMART ELECTRONICS AND COMMUNICATION (ICOSEC) | CONFERENCES | A HYBRID DEEP LEARNING AND ENSEMBLE FRAMEWORK FOR REAL-TIME CYCLONE PATH AND INTERNSITY PREDICTION IN DISASTER PRONE REGIONS. | PRESENTER) | KONGUNADU COLLEGE OF ENGINEERING AND TECHNOLOGYTRICHY | 24/09/2025 |
| 8 | 4th International Conference on Applied DataScience and Smart Systems | CONFERENCES | AI Based Multilingual Scam Detection-A comparative study of Sentence Transformer Models | PRESENTER) | Chitkara University, Punjab Punjab | 12/12/2025 |
| 9 | 4th International Conference on Applied Data Science and Smart Systems | CONFERENCES | Enhanced Financial Forecasting through Regime-Aware Multi-Scale Neural Networks with Dual-Task Learning | PRESENTER) | Chitkara University, PunjabPUNJAB | 12/12/2025 |
| 10 | 4th International Conference on Applied Data Science and Smart Systems | CONFERENCES | Evolutionary Trajectories in Large Language Models: From Transformers to Reasoning Augmented Systems | PRESENTER) | Chitkara University, PunjabPUNJAB | 12/12/2025 |
| 11 | 4th International Conference on Applied Data Science and Smart Systems | CONFERENCES | Fake News Detection in Low-Resource Indian Languages: A Survey of Multilingual and Multimodal Approaches | PRESENTER) | Chitkara University, PunjabPUNJAB | 12/12/2025 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | ETHICAL HACKING | ETHICAL HACKING | 27/06/2025 | LEAD College of Management (Autonomous) |
| 2 | Initiating the Intellectual Voyage through Advanced Computing and Innovation-Driven Excellence. | INDUCTION PROGRAMME | 14/08/2025 | IDEAL COLLEGE FOR ADVANCED STUDIES |
| 3 | ARTIFICIAL INTELLIGENCE FOR MODERN RESEARCH APPLICATION | NATIONAL SEMINAR | 20/02/2026 | ROSSARY COLLEGE OF COMMERCE AND ARTS |
| 4 | CYBER SECURITY | NATIONAL CYBER SECURITY AWARENESS MONTH | 31/10/2025 | D.A.V.COLLEGE FOR GIRLS |
| 5 | TWO DAYS INTERNATIONAL CONFERENCE ON SUSTAINABLE FUTURES: ECONOMY, TECHNOLOGY, CULTURE AND SOCIETY IN THE 21st CENTURY. | SUSTAINABLE FUTURES: ECONOMY, TECHNOLOGY, CULTURE AND SOCIETY IN THE 21st CENTURY | 10/02/2026 | MTM COLLEGE OF ARTS , SCIENCE AND COMMERCE |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | INTEGRATING MACHINE LEARNING AND IOT FOR SUSTAINABLE SOIL MANAGEMENT AND MANURE-BASED SOIL ENHANCEMENT IN SMART AGRICULTURE | TEGIL J JOHN | 04-May-2025 |
| 2 | INTEGRATING MACHINE LEARNING INTO FLOOD RISK ASSESSMENT FOR DISASTER RISK MANAGEMENT AND CLIMATE ADAPTATION PLANNING | TEGIL J JOHN | 14-May-2025 |
| 3 | IMAGE-BASED IDENTIFICATION AND CLASSIFICATION OF CROP DISEASES USING MACHINE LEARNING TECHNIQUES TO IMPROVE AGRICULTURAL YIELD | TEGIL J JOHN | 22-May-2025 |
| 4 | AI BASED SOLAR-POWERED PLANT HEALTH MONITORING DEVICE | TEGIL J JOHN | 27-Jun-2025 |
| 5 | IOT DEVICE FOR AUTOMATED PLANT HEALTH MONITORING | TEGIL J JOHN | 21-Jul-2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Big Data Analysis Based on ML and DL Techniques for Real-Time Early Flood Prediction Using Feature Selection and Classification | TEGIL J JOHN | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | GENERATIVE AI FOR EVERYONE | DeepLearning.AI, Coursera | International | Participant | 11/08/2024 |
| 2 | INTRODUCTION TO GENERATIVE AI | Google Cloud, Coursera | International | Participant | 20/07/2024 |
| 3 | MACHINE LEARNING FOR ALL | University of London, Coursera | International | Participant | 08/07/2024 |
| 4 | PRACTICING ANALYTICS WITH DATA SCIENCE | CMR UNIVERSITY, CMR University | International | Participant | 08/07/2024 |