Dr JYOTHI THOMAS
BTech, MTech, PhD
PROFESSOR
BTech, MTech, PhD
PROFESSOR
Articles in Periodicals
| Sl.No. | Title | Name of Periodical | Periodicity | Date |
| 1 | Magnified | Annual | 25/01/2022 |
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Unbalanced Dataset Preprocessing Using Hybrid Combination Algorithm for Arrhythmia Detection | Lecture Notes in Networks and Systems- Bio-inspired computing / 1228 / / 99 - 108 | 2367-3370 | 21-Jun-2025 |
| 2 | A Novel Cross-Validation Fusion Model Combining Vision Transformer and DenseNet161 for Enhanced Cervical Lesion Classification | Lecture Notes in Networks and Systems- Bio-inspired computing / 1276 / / 437 - 448 | 23673370 | 08-Jun-2025 |
| 3 | CeLaTis: A Large Scale Multimodal Dataset with Deep Region Network to Diagnose Cervical Cancer | Lecture Notes in Networks and Systems / 1046 / / 154 - 163 | 2367-3370 | 24-Jul-2024 |
| 4 | Comparative Performance Analysis of Deep Learning Models in Cervical Cancer Detection | Lecture Notes in Networks and Systems / 1046 / / 185 - 194 | 2367-3370 | 24-Jul-2024 |
| 5 | Early-Stage Cervical Cancer Detection via Ensemble Learning and Image Feature Integration | Lecture Notes in Networks and Systems / / / 112 - 122 | 2367-3370 | 24-Jul-2024 |
| 6 | Attention Based Meta-Module to Integrate Cervigrams with Clinical Data for Cervical Cancer Identification | Lecture Notes in Networks and Systems / 1046 / / 286 - 295 | 2367-3370 | 24-Jul-2024 |
| 7 | An optimized method for mulberry silkworm, Bombyx mori (Bombycidae:Lepidoptera) sex classification using TLBPSGA-RFEXGBoost | Biology Open / 13 / 7 / - | 2046-6390 | 17-Jul-2024 |
| 8 | Nondestructive and cost-effective silkworm, Bombyx mori (Lepidoptera: Bombycidae) cocoon sex classification using machine learning | International Journal of Tropical Insect Science / 44 / 3 / 1125 - 1137 | 1742-7584 | 27-Jun-2024 |
| 9 | Multimodal Early Fusion Strategy Based on Deep Learning Methods for Cervical Cancer Identification | Lecture Notes in Networks and Systems / 865 / / 109 - 118 | 2367-3370 | 30-May-2024 |
| 10 | CMT-CNN: colposcopic multimodal temporal hybrid deep learning model to detect cervical intraepithelial neoplasia | International Journal of Advances in Intelligent Informatics / 10 / 2 / 317 - 332 | 2442-6571 | 30-May-2024 |
| 11 | EGMM: removal of specular reflection with cervical region segmentation using enhanced Gaussian mixture model in cervix images | Multimedia Tools and Applications / / / - | 1380-7501 | 30-Apr-2024 |
| 12 | A Lesion Feature Engineering Technique Based on Gaussian Mixture Model to Detect Cervical Cancer | Lecture Notes in Networks and Systems / 868 / / 67 - 73 | 2367-3389 | 18-Mar-2024 |
| 13 | Nondestructive and cost-effective silkworm, Bombyx mori (Lepidoptera: Bombycidae) cocoon sex classification using machine learning | International Journal of Tropical Insect Science / / / 1 - 13 | 1742-7584 | 15-Mar-2024 |
| 14 | Media's influence on suicide: Building a safer online world for all | Asian Journal of Psychiatry / 91 / 103868 / - | 1876-2018 | 01-Jan-2024 |
| 15 | TelsNet: temporal lesion network embedding in a transformer model to detect cervical cancer through colposcope images | International Journal of Advances in Intelligent Informatics / 9 / 3 / 502 - 523 | 2442-6571 | 11-Nov-2023 |
| 16 | An Efficient Deep Learning Framework FPR Detecting and Classifying Depression Using Electroencephalogram Signals | Lecture Notes in Networks and Systems / 647 / / 1179 - 1188 | 2367-3389 | 10-Jul-2023 |
| 17 | A Review of Deep Learning Methods in Automatic Facial Micro-expression Recognition | Lecture Notes on Data Engineering and Communications Technologies / 163 / / 1 - 16 | 2367-4512 | 18-Jun-2023 |
| 18 | Gender Identification of Silkworm Pupa and Automated Cocoon Cutting Machine for Benefiting the Sericulture Grainages in Karnataka | Lecture Notes in Networks and Systems / / / 372 - 381 | 2367-3370 | 28-Mar-2023 |
| 19 | A Review of Deep Learning Methods in Cervical Cancer Detection | Lecture Notes in Networks and Systems / / / 624 - 633 | 2367-3370 | 28-Mar-2023 |
| 20 | A Machine Learning Model to Predict Suicidal Tendencies in Students | Asian Journal of Psychiatry / 79 / 103363 / - | 1876-2018 | 26-Nov-2022 |
| 21 | Non-destructive silkworm pupa gender classification with X-ray images using ensemble learning | Artificial Intelligence in Agriculture / 6 / / 100 - 110 | 2589-7217 | 10-Aug-2022 |
| 22 | A Survey on Arrhythmia Disease Detection Using Deep Learning Methods | Lecture Notes in Networks and Systems / 419 / / 55 - 64 | 2367-3370 | 22-Feb-2022 |
| 23 | Leaf Disease Identification in Rice Plants Using CNN Model | Lecture Notes on Data Engineering and Communicati ons Technologies / / / - | 2367-4512 | 08-Feb-2022 |
| 24 | A Review on Existing Methods and Classification Algorithms Used for Sex Determination of Silkworm in Sericulture | Advances in Intelligent Systems and Computing / 1351 / / 567 - 579 | 2194-5357 | 03-Jun-2021 |
| 25 | Light Tracking Bot Endorsing Futuristic Underground Trnsportation | Lecture Notes on Data Engineering and Communications Technologies / / / - | 2367-4512, 2367-4520 | 13-Aug-2019 |
| 26 | Optimization in pre-term birth classification with velocity based mutation of particle swarm optimizations | Research Journal of Biotechnology / 11 / 12 / 58 - 67 | 2278-4535 | 26-Nov-2016 |
| 27 | Rule minimization in predicting the preterm birth classification using competitive co evolution | Indian Journal of Science and Technology / 9 / 10 / - | 0974-6846 | 30-Mar-2016 |
| 28 | Classification of Preterm Birth with Optimized Rules by Mutating the Cognitive Knowledge of PSO | Indian Journal of Science and Technology / 8 / 15 / 64743 - 64749 | 0974-5645 | 15-Jul-2015 |
| 29 | Predicting High-Risk Preterm Birth Using Linguistic Fuzzy Rule Based Classification System | International Journal of Applied Engineering Research / 9 / 22 / 13623 - 13635 | 0973-4562 | 18-Nov-2014 |
| 30 | Preterm Birth Prediction Using Cuckoo Search-Based Fuzzy Min-Max Neural Network | International Review on Computers and Software (IRECOS) / 8 / 12 / - | 1828-6003 | 05-Aug-2013 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Design and Development of Teaching and Learning Tool Using Sign Language Translator to Enhance the Learning Skills for Students With Hearing and Verbal Impairment | JYOTHI THOMAS,MEHWISH SULTHANA,SANIA THOMAS,SARVESH LAXMAN,INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS | 979-835032820-2 | / |
| 2 | Advanced Cervical Lesion Detection using Deep Learning Techniques | JYOTHI THOMAS,IEEE | 979-835035885-8 | / |
| 3 | Advances in Communication and Applications | JYOTHI THOMAS,SPRINGER | / | |
| 4 | Lecture Notes on Data Engineering and Communications Technologies | JYOTHI THOMAS,NABENDU CHAKI,NAGARAJU DEVARAKONDA,AGOSTINO CORTESI | 978-981-99-0609-3 | / |
| 5 | Machine Learning for Healthcare Systems: Foundations and Applications | JYOTHI THOMAS,STEPHEN D,ASWATHY SU,SAJAN P | 9788770228114 | / |
| 6 | 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) | JYOTHI THOMAS | 979-8-3503-3577-4 | / |
| 7 | IEEE Xplore | JYOTHI THOMAS,IEEE | 979-8-3503-3577-4 | / |
| 8 | Proceedings IEEE International Conference on Circuit, Power and Computing Technologies | JYOTHI THOMAS,PRINCY RT,IEEE XPLORE | / | |
| 9 | Predicting the risk of newborns based on fuzzy clustering method with prediction risk assessment | JYOTHI THOMAS,G.KULANTHAIVEL,INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS | / | |
| 10 | 2025 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE) | ATHULYA S,SAKSHI ASHOK,JYOTHI THOMAS | / |
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 | IEEE International Conference on New Frontiers in Communication , Automation, Management and Security | Conference | Co-presenter) | Presidency UniversityBangalore | 11/07/2025 | |
| 2 | International conference on Intelligent Algorithms for Computational Intelligent Systems | Conference | Comparative Analysis of Silkworm cocoon classification using Machine Learning models | Presenter) | NCE-Hassan | 23/08/2024 |
| 3 | Innovations and IPR | Seminar | Participant) | Christ University | 08/01/2024 | |
| 4 | WICT 23 | Conference | Co-presenter) | MIR | 14/12/2023 | |
| 5 | 23rd Intelligent Systems Design and Application | Conference | Co-presenter) | MIR Labs | 11/12/2023 | |
| 6 | ISDA-23 | Conference | Co-presenter) | MIR Labs | 11/12/2023 | |
| 7 | CIS 2023 | Conference | Organizer) | Christ University | 04/09/2023 | |
| 8 | The 9th Asia-Pacific Regional Conference on Service-Learning | Conference | IoT based Low cost Remote Patient Monitoring System | Presenter) | Christ University | 19/07/2023 |
| 9 | The 9th Asia-Pacific Regional Conference on Service-Learning | Conference | Moderator/Chair) | Christ University | 19/07/2023 | |
| 10 | The 9th Asia-Pacific Regional Conference on Service-Learning | Conference | Recommendation System for Insulin Dosage for Diabetic Patients Using Wearable Device | Presenter) | Christ University | 19/07/2023 |
| 11 | IEEE SGHT DAY | Symposium | Towards Sustainable Development Goals Through Humanitarian Projects | Keynote Speaker) | Indian Institute of Science Bangalore | 28/04/2023 |
| 12 | IEEE International Conference on Contemporary Computing and Communications | Conference | Organizer) | Christ UniversityBangalore | 22/04/2023 | |
| 13 | Soft Computing and Pattern Recognition (SoCPaR?22) | Conference | Gender identification of silkworm pupa and automated cocoon cutting machine for benefiting the Sericulture grainages in Karnataka | Presenter) | Scientific Network for Innovation and Research Excellence Auburn, Washington, USAOnline | 12/12/2022 |
| 14 | Soft Computing and Pattern Recognition (SoCPaR?22) | Conference | A Review of Deep Learning Methods in Cervical Cancer Detection | Presenter) | Scientific Network for Innovation and Research Excellence Auburn, Washington, USAOnline | 12/12/2022 |
| 15 | Large scale multimodel dataset with Deep region network to diagnose cervical cancer | Conference | Co-presenter) | MIR Labs | 11/12/2022 | |
| 16 | IEEE Bangalore Humanitarian Technology Conference | Conference | Participant) | Indian Institute of Science | 01/10/2022 | |
| 17 | CIS 2022 | Conference | Organizer) | Christ UniversityBangalore | 05/09/2022 | |
| 18 | 5 th International Conference on Computational Intelligence & Data Engineering | Conference | A Review of Deep Learning Methods in Automatic Facial MicroExpression | Presenter) | VIT-AP VIT-AP | 12/08/2022 |
| 19 | Global Symposium- Service Learning, Integral Education and Transformative Spirituality | Symposium | Leaf Disease Identification model- A Service Approach | Presenter) | Universidade Catolica PortuguesaPhilippines | 28/10/2021 |
| 20 | 2nd Congress on Intelligence Systems | Conference | Organizer) | Christ UniversityOnline | 04/09/2021 | |
| 21 | 2nd Congress on Intelligent Systems- CIS 2021 | Conference | Leaf Disease Identification in Rice Plants using CNN model | Presenter) | Christ UniversityOnline | 04/09/2021 |
| 22 | Prospects in Waste Management | Seminar | Participant) | St. Pious CollegeOnline | 19/08/2021 | |
| 23 | Asia Pacific Regional Conference on Service Learning | Conference | Participant) | Silliman University, PhilippinesPhilippines | 28/07/2021 | |
| 24 | 20th International Conference on Intelligent Systems Design and Applications ( ISDA 2020 ) | Conference | Co-presenter) | Machine Intelligence Research Labs Online | 12/12/2020 | |
| 25 | International Conference on Intelligent Systems Design and Applications ( ISDA 2020 ) | Conference | Co-presenter) | Machine Intelligence Research LabsOnline | 12/12/2020 | |
| 26 | Global Tech talk- Technology and business in current scenario | Seminar | Participant) | Christ UniversityOnline | 26/06/2020 | |
| 27 | International Summit of on Data Science and AI | Conference | Participant) | Christ UniversityIIT - Chennai | 18/06/2020 | |
| 28 | National conference oon Service-Learning | Conference | Efficient method for packaging of silkworm eggs using automation | Presenter) | Christ UniversityBangalore | 28/02/2020 |
| 29 | National conference on Service-Learning | Conference | IoT based intelligent approach towards sericulture using image processing | Presenter) | Christ UniversityBangalore | 28/02/2020 |
| 30 | National conference on Service-Learning | Conference | Automation inpacking of silkworm egge- A Service-Learning approach. | Presenter) | Christ UniversityBangalore | 28/02/2020 |
| 31 | National conference on Service-Learning | Conference | Automation in packing of silkworm eggs- A servive-Learning approach. | Presenter) | Christ UniversityBangalore | 28/02/2020 |
| 32 | International conference on sustainable advanced computing | Conference | Advanced detection of lanes using RANSAC | Co-presenter) | Christ UniversityBangalore | 27/02/2019 |
| 33 | International conference on sustainable advanced computing | Conference | Co-presenter) | Christ UniversityBangalore | 27/02/2019 | |
| 34 | International conference on Intelligent communication Technologies and virtual mobile networks | Conference | Light tracking bot endorsing futuristic underground transportation | Presenter) | Francis Xavier Engineering College- Tamil NaduTamil Nadu | 14/02/2019 |
| 35 | National seminar on Data mining with Machine Learning | Seminar | Participant) | STE Trust Women's college - Tamil NaduTamil Nadu | 27/01/2019 | |
| 36 | International Convention on Environment protection through sustainable waste management | Symposium | Participant) | Ramaiah UniversityBangalore | 03/08/2018 | |
| 37 | International Conference on E-SAIL | Conference | Participant) | Christ UniversityChrist University, Kengeri Campus | 01/03/2018 | |
| 38 | Service Learning : An Emerging Experiential Learning Process in India | Conference | Role of Service Learning in Engineering Curriculum- Case study "Efficient Method of Locating near by Blood Donor" | Presenter) | Christ UniversityChrist University- Bannergatta Campus | 06/07/2017 |
| 39 | National Seminar on Net neutrality and free data for making digital India | Participant) | OtherBangalore | 03/12/2016 | ||
| 40 | Conference | Predicting the Risk of Newborns Based on Fuzzy Clustering Method with Prediction Risk Assessment | Presenter) | Mysore | - | |
| 41 | Conference | COMPARISON OF NELDER MEAD,PARTICLE SWARM OPTIMIZATION AND NM-PSO FOR CLUSTERING OF GENE EXPRESSION DATA | Presenter) | GOA | - | |
| 42 | Conference | Data Mining Approach in Pre Term Birth | Presenter) | CUFE - Bangalore | - | |
| 43 | Conference | Rule Minimization in predicting the preterm birth classification using competitive co evolution | Presenter) | Chennai | - |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Presentation Skills and Proposal Writing | Early Career Researcher Program, The Association of Commonwealth Universities | 28/05/2022 | Christ University |
| 2 | Towards Sustainable Development Goals through Service Learning | 29/07/2021 | ||
| 3 | Integrating Holistic Education in Curriculum | Guest Talk | 27/04/2019 | JAV PU College |
| 4 | Sustainable Development | Guest talk | 28/04/2018 | JAV PU College |
| 5 | Leadership and Career Guidance | Guest talk | 05/03/2018 | Benedicts Group of Institutions |
| 6 | Career guidance and Leadership | Extension Activities | 05/02/2018 | SFS School |
| 7 | Leadership and Career Guidance | Guest talk | 28/04/2017 | JAV PU College |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | Application of Machine Learning Techniques To Predict the Bipolar Disorder. | Lalasa Mukku | Christ University | Supervisor | Ongoing | August 2021 |
| 2 | Classification of arrythmia for early detection of cardiovascular diseases using deep learning techniques | Lufiya George | Christ University | Supervisor | Ongoing | December 2020 |
| 3 | Nondestructive and cost effective method for gender classification of silkworm pupa | Sania Thomas | Christ University | Supervisor | Ongoing | December 2019 |
| 4 | A MULTIMODAL TEMPORAL HYBRID DEEP LEARNING MODEL FOR CERVICAL CANCER DETECTION |
M LALASA | Christ University | Supervisor | Awarded | February 2026 |
| 5 | . | LUFIYA GEORGE C | Christ University | Supervisor | Ongoing | March 2021 |
| 6 | NON-DESTRUCTIVE AND COST-EFFECTIVE METHOD FOR SEX CLASSIFICATION OF SILKWORM PUPA USING MACHINE LEARNING | SANIA THOMAS | Christ University | Supervisor | Awarded | September 2025 |
| 7 | . | KUMARI K | Christ University | Supervisor | Ongoing | July 2023 |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | DEEP LEARNING MODEL FOR AUTOMATED COLPOSCOPE IMAGE CLASSIFICATION FOR CERVICAL PRECANCER DETECTION | JYOTHI THOMAS | 25-Dec-2023 |
| 2 | MACHINE LEARNING MODEL TO ANALYZE COLPOSCOPE IMAGE FOR CERVICAL PRECANCER DETECTION | JYOTHI THOMAS | 26-May-2023 |
| 3 | NON-CONTACT OXIMETER CUM THERMOMETER | JYOTHI THOMAS,DHRUV GAUTAM,BEJOY B J | 23-Feb-2022 |
| 4 | SEMI AUTOMATED SILKWORM COCOON CUTTING MACHINE | JYOTHI THOMAS,VANDANA REDDY,DINESH CHANDRASEKHAR,BHARATHI V P,KUMARI K,SANIA THOMAS | 18-Jun-2021 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Rule Minimization in Prediction of preterm birth classification using competitive co evolution | JYOTHI THOMAS | Internal | |
| 2 | Development of AI machine for Sex identification of Pupa and Cocoon Cutting to foster Women empowerment in sericulture | JYOTHI THOMAS, VANDANA REDDY | DST | External |
| 3 | Smart monitoring of Water and Hygiene Programme (SWAHP) | JYOTHI THOMAS, BEJOY B J | IEEE | External |
| 4 | Institutionalization of Service-learning for Whole Person Development through Sustainable Community Partnerships | JYOTHI THOMAS, VALARMATHI B | External | |
| 5 | Smart Farming - Mobile Application for Early Plant Disease Identification | JYOTHI THOMAS, VICTOR PAUL,MARY ANITA E A | Unnat Bharat Abhiyan | External |
| 6 | Sustainnovation Challenge | JYOTHI THOMAS, NAVEEN J | Govt.of Karnataka | External |
| 7 | Design and implementation of low cost solar powered water purifier | JYOTHI THOMAS, BEJOY B J | IEEE | External |
| 8 | SIGHT Group Activity Funding | JYOTHI THOMAS | IEEE | External |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Bridging Minds and Machines: Executive Excellence in Emerging Technologies and Innovation (for Institutional Start-ups | VIT -AP, VIT University | International | Participant | 15/07/2025 |
| 2 | Refresher Course on Quantum Computing | Christ University, | Participant | 03/02/2025 | |
| 3 | Course on Unity and C# basics | Meta, Coursera | International | Participant | 01/02/2025 |
| 4 | Workshop of Generative AI | Christ University, | Institutional | Participant | 16/01/2025 |
| 5 | FDP on Immersive Technologies and Teaching Pedagogies | Christ University, | Institutional | Participant | 27/05/2024 |
| 6 | Youth Sustainnovation Challenge | Govt.of Karnataka, | National | Organiser & Presenter | 14/02/2024 |
| 7 | FDP I | CEDBEC, | Institutional | Participant | 26/06/2023 |
| 8 | FDP on UI/UX design | L&T EduTech, | Institutional | Participant | 13/06/2023 |
| 9 | Ideathon on Clean and Sustainable Projects for Humanitarian | IEEE CHRIST SIGHT GROUP, | National | Organiser & Presenter | 10/04/2023 |
| 10 | Financial Wellness | Dept of CSE (Information Technology), | Institutional | Organiser & Participant | 31/03/2023 |
| 11 | Service Learning Workshop on Participatory Learning and Evaluation | United Board , | International | Participant | 29/03/2023 |
| 12 | Women Leadership in Asia: Feminist Leadership for Social Transformation | Ewha University , South Korea, | International | Participant | 06/03/2023 |
| 13 | Development of Academic Leadership | Christ University, | National | Participant | 20/01/2023 |
| 14 | Coding skills for budding IT professional | , | Institutional | Organiser & Participant | 16/11/2022 |
| 15 | National Education Policy | JSS Academy of Technical Institute, JSS Academy of Technical Institute | National | Participant | 02/09/2022 |
| 16 | National Intellectual Property Awareness Mission | Intellectual Property Office, India, Intellectual Property Office, India | International | Participant | 29/07/2022 |
| 17 | Introduction to IoT and Digital Transformation course | CISCO, | International | Participant | 15/05/2022 |
| 18 | Capacity Building Program on Service Learning | Centre for Service Learning, | National | Invited Resource Person/Trainer | 29/03/2022 |
| 19 | Inculcating Human Values in Technical Education | AICTE, | National | Participant | 20/12/2021 |
| 20 | Addressing Sustainable Development Goals through Life Frontier Engagement Projects | Lady Doak College- Madurai, Lady Doak College- | Institutional | Invited Resource Person/Trainer | 29/07/2021 |
| 21 | Addressing Sustainable Development Goals through Life Frontier Projects. | Lady Doak College , Madurai, | International | Invited Resource Person/Trainer | 29/07/2021 |
| 22 | Addressing Sustainable Development Goals through Life Frontier Projects. | Lady Doak College , Madurai, | International | Invited Resource Person/Trainer | 29/07/2021 |
| 23 | E - Service Learning During pandemic | United Board for Christian Higher Education in Asia, United Board for Christian Higher Education in Asi | Invited Resource Person/Trainer | 06/07/2021 | |
| 24 | Digital Technology Senate 2021 | Indian Express, Indian Express Group | International | Participant | 09/06/2021 |
| 25 | Hybrid Teaching | Staff Development College, | Participant | 02/03/2021 | |
| 26 | International Perspective on Participatory Reaseach | PRIA International Academy, | Participant | 03/01/2021 | |
| 27 | IEEE SIGHT Conclave | IEEE, | International | Participant & Presenter | 05/12/2020 |
| 28 | Workshop On ML & AI Using Covid-19 Virus Data Analysis | IIT - Roorkee, IIT- Roorkee | International | Participant | 01/05/2020 |
| 29 | Python Program | Coursera, | International | Participant | 01/05/2020 |
| 30 | Machine Learning for All | Coursera, | International | Participant | 18/04/2020 |
| 31 | Applied Machine Learning in Python | Coursera, Coursera | International | Presenter | 03/04/2020 |
| 32 | Emerging Leaders of Service Learning | United Board, The American College | International | Participant & Presenter | 13/02/2020 |
| 33 | Emerging Leaders of Service Learning | United Board, American College - Madurai | International | Participant & Presenter | 13/02/2020 |
| 34 | Sustainable Waste Manageent Ideathon | Dept.of CSE, | Regional | Organiser & Presenter | 30/08/2019 |
| 35 | Technology Outreach as an Enabler for incluive and Sustainable Development | IIT- Delhi ( Unnat Bharat Abhiyan), | National | Participant & Presenter | 10/08/2019 |
| 36 | Teaching pedagogy & evaluation in OBE | Academic Staff college, | Participant | 20/05/2019 | |
| 37 | Data Security Council Of India meet | DSCI, Data Security Council Of India | National | Participant | 29/01/2019 |
| 38 | NBA- Outcome based education | CUFE, | Institutional | Participant | 27/11/2018 |
| 39 | OBT | CU, | Institutional | Presenter | 21/11/2018 |
| 40 | Scholarly writing & Intellectual ethics | CUFE, | Institutional | Participant | 27/08/2018 |
| 41 | FIP on Intellectual Property | CUFE, | Institutional | Participant | 06/08/2018 |
| 42 | Cuber security essential | Cisco , | Institutional | Participant | 27/07/2018 |
| 43 | Research tools & mega trends | Academic Staff College - CU, | Participant | 21/05/2018 | |
| 44 | Deep Learning | Cu-Academic staff College, | Institutional | Participant | 23/05/2017 |
| 45 | Teaching Learning and Evaluation process | CU- Academic Staff College, | Participant | 22/05/2017 | |
| 46 | WORKSHOP ON CLOUD COMPUTING AND ITS COMPONENTS | CU ACADEMIC STAFF COLLEGE, | Institutional | - | 17/10/2014 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Republic Day Achievers Award-2018 | "Best Socially Responsible Faculty" | Integrated Intelligent Research | 18 January 2018 |
| 2 | Tech Savvy Academicians in Higher Education Across India | uLektz | 29 April 2020 | |
| 3 | Chair - IEEE Christ Sight Group | IEEE | 29 September 2020 | |
| 4 | Coordinator - Holistic Education Development | Christ University | 13 July 2021 | |
| 5 | Program Coordinator - B.Tech. Information Technology | Christ University | 15 June 2020 | |
| 6 | Campus Coordinator - Centre for Social Action | Christ University | 24 April 2021 | |
| 7 | IEEE Senoir Member | Institute of Electrical and Electronics Engineering | 07 October 2021 | |
| 8 | Reviewer - Computational Biology and Chemistry | ELSEVIER | 20 December 2021 | |
| 9 | Resource Person - Proposal Writing | Christ University | 20 May 2022 | |
| 10 | Program Committee member and Reviewer - CIS 2022 | Christ University | 05 September 2022 | |
| 11 | Organizer - Entrepreneurship on Environment Sustainability | Christ University | 24 August 2022 | |
| 12 | Scholarship - Women's Leadership in Asia | Ewha Womans University - South Korea | 07 February 2023 | |
| 13 | Success Story Portfolio - IEEE World Forum | Design and Implementation of low cost solar powered water purifiers in Kolar Villages. | IEEE World Forum | 04 April 2023 |
| 14 | Reviewer - InC 2024 | IEEE and CU | 15 March 2024 | |
| 15 | Evaluator - IEEE Tech4Good Project | IEEE | 06 March 2024 | |
| 16 | Best Paper award | International conference on Intelligent Algorithms for Computational Intelligent Systems | 24 August 2024 | |
| 17 | Teachers Day Award - External Grants | Christ University | 05 September 2024 | |
| 18 | Reviewer of the journal " Animals" | Animals - SCI Q1 journal | MDPI | 09 July 2025 |
| 19 | Reviewer of the journal " Mathematics" | Mathematics - SCI Q1 journal | MDPI | 21 July 2025 |
| 20 | Reviewer of the journal " Open Research Europe" | European Commission | 31 July 2025 |