| Sl.No. | Title | Name of Periodical | Periodicity | Date |
| Sl.No. | Title | Name of Journal | Date of Publication | Volume No/Issue No/Page No | ||||||||||||||||||||||
| 1 | Deep vs. Shallow: A Comparative Study of Machine Learning and Deep Learning Approaches for Fake Health News Detection | IEEE Access | 02-Aug-2023 | / / - | ||||||||||||||||||||||
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| 2 | Effective and Efficient Video Compression by the Deep Learning Techniques | Computer Modeling in Engineering and Sciences | 15-Jan-2023 | 45 / 2 / 1047-1061 | ||||||||||||||||||||||
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| 3 | Hybrid Bacterial Foraging Optimization with Sparse Autoencoder for Energy Systems | COMPUTER SYSTEMS SCIENCE AND ENGINEERING | 16-Aug-2022 | 45 / 02676192 / 701-714 | ||||||||||||||||||||||
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| 4 | Improving the Security of Video Embedding Using the CFP-SPE Method | Journal of Engineering | 30-Jul-2022 | 2022 / 6903695 / 1-5 | ||||||||||||||||||||||
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| 5 | Evolutionary algorithm-based task scheduling in IoT-enabled cloud environment | CMC-Computers Materials & Continua | 01-Nov-2021 | 71 / 1 / 1095-1109 | ||||||||||||||||||||||
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| 6 | Gain ratio feed forward neural network algorithm to improve classification accuracy | International Journal of Engineering & Technology | 30-Oct-2018 | 7 / 4 / 3579-3582 | ||||||||||||||||||||||
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| 7 | Novel pre-processing framework to improve classification accuracy in opinion mining | International Journal of Computing | 31-Aug-2018 | 17 / 4 / 234-242 | ||||||||||||||||||||||
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| Sl.No. | Type of Book | Title | Title of Book | ISBN | Month Year | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1 | Conference Proceedings | Wireless Sensor Networks in Precision Monitoring of Crops | Wireless Sensor Networks in Precision Monitoring of Crops | 978-166547884-7 | Sep 2022 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 2 | Conference Proceedings | International Conference on Electronics and Renewable Systems | A Review Paper on Various Energy Saving Techniques in WSN | 978-166548425-1 | May 2022 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Sl.No. | Type of Book | Title of Chapter/Article | ISBN | Month Year | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1 | Reference book | Exploring the Top ChatGPT Libraries for Powerful Conversational AI | 979-836935595-4, 979-836935593-0 | Jun 2024 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 2 | Reference book | A Smart Internet of Things (IoT) Enabled Agricultural Farming System | 979-8-89113-249-8 | May 2024 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 3 | Conference Proceedings | Forecasting a Fast Moving Consumer Goods (FMCG) Company's Customer Repurchase Behavior via Classification Machine Learning Models | 979-8-4007-0941-8 | May 2024 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 4 | Conference Proceedings | Implementing Ensemble Machine Learning Techniques for Fraud Detection in Blockchain Ecosystem | 979-8-3503-4023-5 | Jan 2024 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 5 | Conference Proceedings | Enhancing Customer Experience and Sales Performance in a Retail Store Using Association Rule Mining and Market Basket Analysis | 979-835033509-5 | Aug 2023 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 6 | Conference Proceedings | On Automatic Target Recognition (ATR) using Inverse Synthetic Aperture Radar Images | Jul 2023 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 7 | Reference book | Innovative Constraints Formulation in Timetable Planning for Efficient Resource Allocation in Academic Institutions | 9781668470596 | Jul 2023 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 8 | Conference Proceedings | Sales Prediction Scheme Using RFM based Clustering and Regressor Model for E-commerce Company | Dec 2022 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 9 | Conference Proceedings | Global and Indian Perspectives on Russia-Ukraine War using Sentiment Analysis | 978-145039993-7 | Dec 2022 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 10 | Conference Proceedings | Implementing Multiclass Classification to find the Optimal Machine Learning Model for Forecasting Malicious URLs | 978-166541028-1 | Apr 2022 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 11 | Conference Proceedings | A systematic review on how blockchain unlock business values | Dec 2021 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Sl.No. | Type of Book | Title | Title of Case Study | ISBN | Month Year |
| Sl.No. | Title | Abstract Objectives | Type | Sponsors |
| Sl.No. | Title | Place of Publication | ISBN No. | Month Year |
| Sl.No. | Type of Program | Role | Name of Program | Title of Paper | Date | Organising Institution | Level |
| 1 | Conference | Presenter | 5th Interntional conference on INformation management and Machine Intelligence (ICIMMI 2023) | Forecasting a Fast-Moving Consumer Goods (FMCG) Company's Customer Repurchase Behavior via Classification Machine Learning Models | 14/12/2024 | Poornima Institute of Engg and Tech., & Scopus | International |
| 2 | Conference | Co-presenter | 2nd International conference on Automation, Computing and Renewable Systems (ICACRS - 2023) | 11/12/2024 | IEEE & Mount Zion College of Engineering and Technologoy | International | |
| 3 | Conference | Presenter | International Conference New Age technologies and digital transformation for sustainable market development | Leveraging Machine Learning for Client Acquisition Forecasting in India Stock Broking Industry | 26/07/2024 | Christ University | International |
| 4 | Seminar | Participant | Data Visualization and Analytics? with Excel, Power BI, Tableau and Generative AI | 05/07/2024 | Marian College Kuttikkanam in association with ipsr solutions limited and Valin - UK, USA and Canada | International | |
| 5 | Conference | Presenter | Fifteenth international conference on computing, communication and networking technologies | Data Mining Techniques to Enhance Customer Segmentation and Targeted Marketing Strategies | 24/06/2024 | IIT Mandi and IEEE | National |
| 6 | Seminar | Participant | Cloud & DevOps Opportunities in the AI Era | 25/05/2024 | IPSR solutions limited & Marian College Kuttikkanam | National | |
| 7 | Seminar | Participant | Green Belt - Lean Six Sigma | 16/04/2024 | Anexas Europe Certification | International | |
| 8 | Conference | Presenter | ICGCCT-2024 International conference on Green computing for communication technologies | AI Driven integrated sensor model for smart farming using Steganography Techniques | 06/04/2024 | Sona college with Muscat College, Oman | International |
| 9 | Conference | Presenter | Annual International Conference 2024 on Harmony in Innovation: Navigating Global Business Landscapes through Emerging Technologies and Dynamic Management Strategies | Android Adware and Malware Classification in Mobile Applications | 03/04/2024 | Dr. D. Y. Patil B-School. India & Several International Institutions | International |
| 10 | Conference | Presenter | Annual International Conference 2024 on Harmony in Innovation: Navigating Global Business Landscapes through Emerging Technologies and Dynamic Management Strategies | Issues, Challenges and Strategies for Supply Chains | 03/04/2024 | Dr. D. Y. Patil B-School. India & Several International Institutions | International |
| 11 | Conference | Presenter | Fourth National Conference on Innovations in Information and Communication Technologies 2024 (NCIICT-2024) 16th March 2024 | Forecasting renewable energy adoption in BRICS countries | 16/03/2024 | Bannari Amman Institution of Technology | International |
| 12 | Conference | Presenter | Fourth National Conference on Innovations in Information and Communication Technologies 2024 (NCIICT-2024) 16th March 2024 | Enhancing credit risk analytics: A compreensive Approach using machine learning and forecasting. | 16/03/2024 | Bannari Amman Institution of Technology | International |
| 13 | Seminar | Participant | Centre for case research and development | 19/02/2024 | Christ University | Institutional | |
| 14 | Conference | Presenter | 2nd Lincoln International HE Practices Conference | Bridging the Gap: Using Sentiment Analysis to Align Online Courses with Student Expectations | 02/11/2023 | S P Mandali's Prin. L. N. Welingkar Institute of Management Development & Research, Bengaluru Ca | International |
| 15 | Seminar | Presenter | Seminar on NLP | NLP - Information retrieval and lexical resources | 17/10/2023 | Christ University | Institutional |
| 16 | Conference | Presenter | IEEE International Conference on Multidisciplinary Research in Technology and Management ? MRTM 23, | Empowering Decision-Making in Manufacturing Industry through Insights from Demand Forecasting and Time Series Models | 22/09/2023 | New Horizon College of Engineering, Bengaluru | International |
| 17 | Conference | Presenter | The Fourteenth International Conference on Computing, Communication and Networking Technologies (ICCCNT) | Enhancing customer experience nd sales performance in a retail store using Association Rule Mining and Market Basket Analysis | 06/07/2023 | IIT- Delhi Association with IEEE Electronics Packaging Society | International |
| 18 | Seminar | Presenter | National Level Webinar | Intellectual Property on Artificial Intelligence and Machine Learning | 29/05/2023 | Sri Bhagawan Mahaveer College | National |
| 19 | Conference | Presenter | National Conference on PORT, MARITIME & MULTIMODAL LOGISTICS (REBUILDING THE GLOBAL ECONOMY | Data Analytics and Automation for a Broadband Franchise | 12/04/2023 | AMET BUSINESS SCHOOL, AMET University Chennai | International |
| 20 | Seminar | Participant | Basics of IPR Course (Equivalent 15 hours workload) | 12/04/2023 | Turnip Innovations Private Limited, India | National | |
| 21 | Seminar | Participant | Big Data 101 - Powered by IBM Developer skill network | 06/04/2023 | IBM | International | |
| 22 | Seminar | Participant | What is IoT - Certificate Course | 31/03/2023 | Great Learning Academy | International | |
| 23 | Seminar | Participant | IEEE Xplore: How to Publish Open Access with IEEE to Increase he Exposure and Impact of Your Research | 31/03/2023 | IEEE Client Services Team | International | |
| 24 | Seminar | Participant | How to write case reports | 25/03/2023 | Elsevier Researcher Academy | International | |
| 25 | Seminar | Participant | From article to art: Creating visual abstracts | 25/03/2023 | Elsevier researcher academy | International | |
| 26 | Seminar | Participant | Embracing the Power of Analytics to Transform Businesses | 18/03/2023 | IES-MCRC IES's Management College and Research centre, | National | |
| 27 | Seminar | Presenter | Research Conclave ?Artificial Intelligence and Computational Techniques for STEM Research | Data Analytics Implementation for Business Application | 13/03/2023 | CMR Institute of Technology, Bengaluru-37. | National |
| 28 | Conference | Presenter | Human Machine Interaction in the Digital Era (ICHMIDE-2023) | An End-To-End Machine Learning Model To Predict The First Innings Score In Ipl | 24/02/2023 | SRM University & AIMST University. Malaysia | International |
| 29 | Conference | Presenter | 2nd International Conference on Recent Trends in engineering, Technology and Business Management (ICRTETBM 2023) 23rd International Business Horizon INBUAH ERA World Summit 2023 | Understanding the Paradox of Employer-Employee Relationship Using Text Analytics | 22/02/2023 | Amity International Business School, Amity Centre for interdisciplinary Research | International |
| 30 | Conference | Presenter | 2nd International Conference on Recent Trends in engineering, Technology and Business Management (ICRTETBM 2023) 23rd International Business Horizon INBUAH ERA World Summit 2023 | Contact to Customer Lead Generation Predictive Model using Machine Learning Techniques | 22/02/2023 | Amity International Business School, Amity Centre for interdisciplinary Research | International |
| 31 | Conference | Presenter | 4th International Conference on Information Management & Machine Intelligence (ICIMMI 2022) | Sales Prediction Scheme Using RFM Based Clustering and Regressor Model For Ecommerce Company | 23/12/2022 | Poornima Institute of Engineering & Technology | International |
| 32 | Conference | Presenter | 4th International Conference on Information Management & Machine Intelligence (ICIMMI 2022) | Global And Indian Perspectives On Russia Ukraine War Using Sentiment Analysis | 23/12/2022 | Poornima Institute of Engineering & Technology, | International |
| 33 | Conference | Presenter | "3rd INTERNATIONAL CONFERENCE ON MACHINE INTELLIGENCE & DATA SCIENCE APPLICATIONS (MIDAS - 2022). | COVID 19 Cases In India: A Study on the effect of Weather Factors and Building the Forecast Model | 07/12/2022 | University of Versailles ? Paris Saclay, France | International |
| 34 | Conference | Presenter | International Conference On Business Data Analytics (BDA - 2022) | Uttaranchal Institute of Management and Uttaranchal School of Computing Sciences of Uttaranchal University | 07/10/2022 | Uttaranchal Institute of Management and Uttaranchal School of Computing Sciences of Uttaranchal University | International |
| 35 | Seminar | Participant | Introduction to Big Data, Hadoop and the Ecosystems | 27/09/2022 | IBM | International | |
| 36 | Seminar | Participant | Getting Aligned to the Publishing Process | 25/09/2022 | Elsevier, Researcher Academy on Campus | International | |
| 37 | Seminar | Participant | Business Intelligence | 21/09/2022 | IBM | International | |
| 38 | Conference | Presenter | 3rd Rajagiri Management Conference on Sustainable Development Goals in the post-pandemic world | Food Production and Environment Sustainability | 22/04/2022 | Rajagiri Business school and Rajagiri College of Social Sciences, Kochi | International |
| 39 | Conference | Presenter | National Conference on Natural Language Processing and Computation | IOT Based Healthcare To Improve Efficiency | 22/04/2022 | Dhanalakshmi Srinivasan College of Arts and Science for women | National |
| 40 | Conference | Presenter | IEEE Xplore - International Conference on Sustainable Computing and Data Communication Systems (ICSCDS 2022) | Wireless Sensor Networks in Precision Monitoring of Crops | 07/04/2022 | Shree Venkateshwara Hi-Tech Engineering College, Erode Inida | International |
| 41 | Conference | Presenter | International Conference on Electronics and Renewable Systems (ICEARS 2022) | A Review Paper On Various Saving Energy Techniques In WSN | 16/03/2022 | St. Mother Theresa Engineering College, Tuticorin, India | Institutional |
| 42 | Seminar | Participant | Elsevier, Researcher Academy on Campus | 14/03/2022 | Elsevier, Researcher Academy | International |
| Sl.No. | Title of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Implementation for Business Application | Faculty development Program | 13/03/2023 | CMRIT, Bangalore |
| 2 | Board of Studies - Member | Board of Studies | 07/01/2023 | Sri Krishna Arts And Science College |
| 3 | Tools for Data Analysis in Research | Webinar on Research Methodology | 12/05/2022 | Sir M Visvesvaraya Institute of Technology |
| 4 | Keynote Address in National Conference on "NLP and Computation" (NCNLPC'22) - AI and NLP | Keynote Address in National Conference | 22/04/2022 | Dhanalakshmi Srinivasan College of Arts and Science for Women(Autonomous), Perambalur |
| 5 | Tools for Research | Three days International webinar on "Research Methodology" | 23/02/2022 | Dr. Umayal Ramanathan College for Women |
| Sl.No. | Title | Genre | Producer | Copyrights |
| Sl.No. | Title | Guide Name | Institution | Month Year |
| 1 | Review Opinion Mining Classification Model Using Soft Computing Approaches |
| Sl.No. | Title | Name of Student | Institution | Month Year |
| Sl.No. | Title of Invention | Inventor(s) | Filing Date | ||||||||||||||||||||||||||||
| 1 | VIDEO SENSOR PRE-FALL PREDICTION SYSTEM USING IOT AND DEEP LEARNING MODEL | JUSTIN JOY,HELEN JOSEPHINE V L ,TRIPTI MAHARA | 30-Jul-2024 | ||||||||||||||||||||||||||||
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| 2 | AUTOMATIC AUTOMOBILE TURNING INDICATOR (AATI) | JUSTIN JOY,KUMARAN K R,HELEN JOSEPHINE V L | 07-Nov-2023 | ||||||||||||||||||||||||||||
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| 3 | TABLE FRAME | JUSTIN JOY,HELEN JOSEPHINE V L ,NISHA SHANKAR,PRAVEEN KUMAR T | 28-Oct-2023 | ||||||||||||||||||||||||||||
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| 4 | IOT BASED SMART WET GRINDER SYSTEM FOR WORK FROM HOME COMMUNITY | HELEN JOSEPHINE V L ,DHIVYA,MANSURALI A | 29-Mar-2023 | ||||||||||||||||||||||||||||
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| 5 | SMART IOT-ENABLED WATER TANK CLEANING AND MAINTENANCE SYSTEM FOR EFFICIENT AND AUTOMATED MAINTENANCE | JUSTIN JOY,HELEN JOSEPHINE V L ,MANSURALI A,R. DHIVYA | 27-Mar-2023 | ||||||||||||||||||||||||||||
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| 6 | MANUAL WASHING MACHINE | JUSTIN JOY,SHIBU K MANI,ADARSH S V,UPPALURI SIRISHA,ARPAN PRADHAN,REGHU V R,O. MOHITH REDDY,HELEN JOSEPHINE V L | 23-Mar-2023 | ||||||||||||||||||||||||||||
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| 7 | AI-BASED REAL-TIME CLASS ENGAGEMENT EMOTIONS MONITORING SYSTEM | JUSTIN JOY,PRAVEEN KUMAR T,HELEN JOSEPHINE V L | 22-Nov-2022 | ||||||||||||||||||||||||||||
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| 8 | SMART INTERNET OF THINGS (IOT) ENABLED AGRICULTURAL FARMING SYSTEM | JUSTIN JOY,HELEN JOSEPHINE V L ,ANGEL A. | 21-Aug-2022 | ||||||||||||||||||||||||||||
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| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Development and Evaluation of a framework for implementation of Learning Management System in Government Schools in Karnataka as a concurrent extension of eVidya. | JUSTIN JOY, HELEN JOSEPHINE V L ,SHIBU K MANI | ICSSR | External |
| Sl.No. | Name of the Conference/Seminar | Name of Organiser | Level | Date |
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Oraganiser | Level | Role | Date |
| 1 | Professional Development program on Project Proposal Writing and Management | Christ University | Institutional | Participant | 11/07/2024 |
| 2 | Demystifying AI and Case Study writing for Business Educators | School of Business and Management, CHRIST (Deemed to be University), Bangalore | Institutional | Participant | 01/06/2024 |
| 3 | Perception of Higher Education Stakeholders Towards the Socio-Economic Impact of NEP 2020 Initiative | Christ University | Institutional | Participant | 24/02/2024 |
| 4 | Cyber security | Great Learning | International | Participant | 19/02/2024 |
| 5 | Strategic Decision making for Leaders through AI and Analytics | Indian Institute of Management, Ahamedabad | National | Participant | 15/01/2024 |
| 6 | ATAL FDP on on Lean Six Sigma for Higher Education Institution | ATAL Christ University | National | Participant | 11/12/2023 |
| 7 | 8 Day National level Online Faculty Development Program on Research Methodology using ChatGPT & AI tools and Funding Opportunities for Research, | IQAC and Lincoln University College Marian Research Centre, The Kerala State Higher Education Council | International | Participant | 23/11/2023 |
| 8 | National Level Faculty Development Program (FDP) on Cloud Infrastructure (AWS) | AICTE with BrainoVision | National | Organiser & Presenter | 21/08/2023 |
| 9 | 5 days workshop on Econometrics using R and Python | National Institute of Technology | National | Participant | 26/06/2023 |
| 10 | Six day Faculty Development Program on Innovative Teaching and Learning Methods | Christ University | Institutional | Participant | 19/06/2023 |
| 11 | Entrepreneurial opportunities through Knime | Simats School of Engineering, Chennai | National | Participant | 23/11/2022 |
| 12 | Impact of NEP2020 in Higher Education Institutions of Rural Sector | Dhanalakshmi Srinivasan College of Arts and Science for Women | National | Participant | 02/09/2022 |
| 13 | Amazon Web Services | GMR INSTITUTE OF TECHNOLOGY, RAJAM | National | Participant | 22/08/2022 |
| 14 | Centre for Education Beyond Curriculum and IQAC, | Christ University | Institutional | Participant | 06/07/2022 |
| 15 | Business Analytics & Data Mining Modeling using R - Part II | Swayam NPTEL Online Certification | National | Participant | 01/07/2022 |
| 16 | Power BI week | Microsoft Certified Trainer - Leonardo Karpinski | International | Participant | 22/06/2022 |
| 17 | Faculty Orientation Program | Staff Development College | Participant | 16/05/2022 | |
| 18 | Faculty Orientation Program | Staff Development College | Participant | 07/04/2022 | |
| 19 | Online 5 days FDP - Research Methods and Data Analysis Tools and Techniques | Lingaya's Lalita Devi Institute of Management & Sciences | National | Participant | 22/03/2022 |
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | International Conference - Research paper Reviewer | Paper reviewed at International Conference on Computer Modeling and Big Data Analytics (CMBDA 2022). | CMBDA 2022 Organizing Committee | 12 October 2022 |
| 2 | International Conference - Research paper Reviewer | Second IEEE international conference CENTCON-2022 | Dayananda Sagar University | 07 January 2023 |
| 3 | National Level Faculty Development Program (FDP) on Cloud Infrastructure (AWS) | National Level Faculty Development Program (FDP) on Cloud Infrastructure (AWS) Brainovision Solution India Pvt. Ltd in Collaboration with AICTE. Securing Place in the India Book of Records 2023 | Braino Vision and AICTE | 04 September 2023 |
| 4 | Review Panel Member | CONNAISSANCE 2024 - A National Level Student Research Paper Presentation Competition ? | Christ University | 23 February 2024 |
| 5 | Board of Study member | Board of Studies member in Computer Science for the academic year 2024- 2025 | Sri Krishna Arts and Science College | 10 April 2024 |
| 6 | Expert Session in FDP | Expert session on ?Data Analytics Implementation for Business Application? in Faculty Development Programme and Research Conclave titled ?Artificial Intelligence and Computational Techniques for STEM Research? | CMR Institute of Technology | 15 March 2023 |
| 7 | Resource Person in One week FDP and Research Conclave | Resource person in One Week FDP and Research Conclave on "Artificial Intelligence in Affective Computing Research," session titled "Emotional Empathy in Agents/Machines/Robots | CMR Institute of Technology | 12 June 2024 |
| 8 | Resource person in One week FDP | Resource person for one-week National level FDP program "Application of Python, OBIEE and Power BI in real time Business Decisions" | SJB INSTITUTE OF TECHNOLOGY, Dept of Management Studies, Bangalore | 11 September 2024 |
| Sl.No. | Faculties | Theme of Consultancy | Type |
| Sl.No. | Applicants | Title | Date Published |
| 1 | JUSTIN JOY,HELEN JOSEPHINE V L ,Angel A,ABISHEAKKUMAR B.,MONICA SELES E. S. | INTERNET OF THINGS (IOT) ENABLED AGRICULTURAL FARMING SYTEM | 02/06/2023 |
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