• Wipro Certified Faculty Certification in Data Science with Python from Wipro technologies Ltd
• Successfully completed the requirements to be recognized as a Microsoft Technology
  Associate for Database Administration Fundamentals.
• Successfully complete C++ Course in A grade from Indira Gandhi Education Foundation
  (Under Govt. of Kerala Reg. No: ER 659/05).

• Mentor in IEEE (2024 onwards)
• Admission cell -2025
• Technical Magazine Editor- 2025

• Published a Paper titled “Breast Cancer Classification Using Attention-based Multi-View Swin Patch Transformer (Att-MVSPtrans) Model.” 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA). IEEE, 2025.
• Published a paper titled “BlendX : Dual-Layer Secure Communication Using Reversible Data Hiding and AES Encryption” 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA). IEEE, 2025.
• Published a paper titled “ Breast Cancer Early Detection using Preprocessing and Data Enhancement Techniques” in Research Journal of Biotechnology ,Vol. 20 (8) August (2025) 
• Published a paper titled “Early stage Breast cancer detection with customized GAN and Multi-view transformer model in mammography images:in Computational Intelligence 42.1 (2026) Scopus indexed Journal.
• Published a paper titled “Adding Extra Links and Repairing Existing Links in Website” in International Journal of Mechanical Engineering and information Technology, Volume 2, Issue 9, pp 746-753, September-2014.
• Published a paper titled “A Comprehensive Study on early detection of Skin cancer” in International Journal of humanities, Law and Social Sciences, ISSN 2348-8301, Special Issue IV,Issue I:2023, UGC CARE approved ,Group I, Peer Reviewed and Referred journal by New Archaeological & Genealogical Society Kanpur, India.

CONFERENCE PAPERS

• Presented a paper titled “Multiparty Access Control and Filtering mechanisms” in National Conference on Innovations in Next Generation Computing and Communication Technology (INGCCT 2014) held at Nehru College of Engineering and Research Centre, Pampady.
• Presented a paper titled “Facilitating Effective User Navigation by Adding Extra links in website” in conference proceedings of National Conference on Advances in computer Technology -(NACAT- 2K14) held Indira Gandhi College of Engineering and Technology.
• Presented a paper titled “Improving Website Structure by Adding Links” in conference proceedings of National Conference on Innovative Computing Applications and Networking2014 (NCICAN-14) held at Ilahia College of Engineering and Technology.
• Presented a research paper titled “Improving Website Navigation” at the National Conference on A Snapshot of Technological Advancements in IT organized by Department of Computer Science of Naipunnya Institute of Management and Information Technology.
• Presented a paper titled “Breast Cancer Detection Using Machine Learning Algorithms A Survey” at Vigyaan- the international Conference on “Advanced and Emerging trends in Computer Science” organised by PG department of computer Science, Naipunnya Institute of Management and Information Technology.

• Participated the training program on Data Science with Python from 19th January to 06th February 2026.
• Next-Gen Intelligence: HPC, Applied AI, and Data Science, TOCH Institute of Science & Technology, 8 Dec 2025 – 13 Dec 2025.
• Frontiers of AI – Theories, Framework and Cutting Edge Applications, St. George College, Aruvithura, 1 Dec 2025 – 6 Dec 2025.
• The Future of Healthcare: AI-Infused Med-Tech Innovations, School of Arts and Science, Vinayaka Missions Research Foundation Deemed to Be University, 17 Nov 2025 – 22 Nov 2025.
• Innovations in 5G and 6G (FDP), Federal Institute of Science and Technology, 23 Jun 2025 – 28 Jun 2025.
• Agentic AI and Large Language Models (FDP), College of Engineering and Management, Punnapra, 3 May 2025 – 9 May 2025.
• Strategic Approaches and Emerging Trends in Data Science, Federal Institute of Science and Technology, 10 Feb 2025 – 15 Feb 2025.
• Reinforcement Learning (FDP), Mahaguru Institute of Technology, Alappuzha, 9 Dec 2024 – 13 Dec 2024.
• Good Teacher to GenZ (FDP), Federal Institute of Science and Technology, 10 Aug 2024.
• AI and Robotics, Mahaguru Institute of Technology, Alappuzha, 15 Jul 2024 – 19 Jul 2024.
• Powering Innovations and Efficiency on Intelligent Systems (FDP), Mahaguru Institute of Technology, Alappuzha, 10 Jul 2024 – 18 Jul 2024.
• Cloud and DevOps Opportunities in the AI Era (Webinar), Marian College, Kuttikanam, 25 May 2024.
• Unlocking PhD Journey (Webinar), SRM University, 24 Feb 2024.
• AI Trends and Industry Use Cases (FDP), Federal Institute of Science and Technology, 25 Sep 2023 – 30 Sep 2023.
• Presented a paper titled “Breast Cancer Detection Using Machine Learning Algorithms-A Survey”in International Conference on ‘Multifaceted Role of SDGs in Fostering Socio-Cultural Fabric and Economic Development’ organized by Naipunnya Institute of Management and Information Technology, Pongam.
• Presented a paper titled “Breast Cancer Detection using Deep Learning Algorithms- A Survey” in SERB Sponsored Indo-South Korea-Thailand 4th International Conference on Nanoscience and Nanotechnology for Energy, Environment and Biomedical Applications (iNEEBA-2024) organized by VMRF(DU),India
• Presented a paper titled “A Comprehensive Analysis Of Deep Learning Method For Breast Cancer Identification” in International conference on Inclusive Imagination :Integrating knowledge for sustainable Future on 21st Jan 2026 organized by Naipunnya Institute of Management and Information Technology, Pongam.
• Undergone one-month industrial training at Regional Telecom Training Centre, Trivandrum.
• Attended National conference on “Technology and innovations in Health care (NCTIH 22)” organized by VMRF(DU), Salem.
• Attended 40 hour-online Faculty Development Programme on “Machine learning in science and Engineering: Models and Applications” organized by E & ICT Academy, NIT Warangal and S.A. Engineering college, Chennai.
• Attended one-week FDP on “Data Science and Machine Learning – Academic and Research Perspectives “Organised by Department of MCA, New Horizon College of Engineering, Bengaluru.
• Attended “Deep learning three days hands on workshop to Build Realistic AI Models” organised by Kerala State Higher Education Council, Department of Computer Applications, Cochin University of Science and Technology and Department of Electronics MES College Marampally.
• Attended One Week Virtual Faculty Development Program on “Emerging Research Trends in Block Chain & Data Science” organized by Department of Computer Science & Engineering in association with Academic Staff College of Dr. M.G.R Educational and Research Institute, Chennai.
• Participated at the National Conference on Data Mining and Cloud Computing organized by Department of Computer Science of Naipunnya Institute of Management and Information Technology.
• Participated at the National Conference on Intelligence in Machine Learning organized by Department of Computer Science of Naipunnya Institute of Management and Information Technology.

• Reviewer of technical paper in the International Conference on Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA-2025) organised by Department oh computer Science and Engineering, FISAT on July 18th and 19th 2025.
• Reviewer for the Fourth International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS’26) technically co-sponsored by IEEE Kerala Section and organized by the Department of Computer Science and Engineering & Department of Artificial Intelligence and Data Science in SCMS School of Engineering and Technology from 28th – 30th May 2026.
• Reviewer for the International Conference on Advancements in Computer Applications 2026 (ICACA2026) organized by FISAT.

• Intrusion Detection In Wireless Sensor Network Using Machine Learning
• Learning Protocol Of Ccw And Gate
• Open-Source Dependency Vulnerability Drift Monitor
• Ridenet-An Ml Based Intelligent Carpooling Platform For Sustainable Employee Commute
• Petcare
• Blendx : Image Encryption With Text Embedding
• Sign Language To Text 
• Legal Insights
• Web Based Data Visualization Dashboard
• Unified Campus System