2026
- Contributor, India AI Impact Summit 2026
- Selected contributor to the India AI Impact Summit organized by the Ministry of Electronics and Information Technology (MeitY) and UN Women.
- Published the case study NariRaksha: Gender-Responsive AI for Women's Safety.
- Recognized for contributions to AI systems addressing societal and public-interest challenges.
2026
- Research Presentation – ICICC 2026
- Presented research titled Explainable SLM-Guided Vision–Language Model for Multi-Class Skin Lesion Recognition.
- Accepted for publication in Springer Lecture Notes in Networks and Systems (LNNS).
- Scheduled to appear in Innovative Computing and Communications: Proceedings of ICICC 2026, Volume 8 (September 2026).
2025
- Advisor, Machine Learning Tech Society
- Appointed by the Dean of ICT, Saveetha Engineering College, to provide academic and technical guidance to the Machine Learning Tech Society.
- Organized and delivered workshops on Financial Machine Learning, Quantum Machine Learning, and modern AI systems.
- Mentored students in research methodology, machine learning applications, and end-to-end AI project development.
2024–Present
- Open-Source Research Contributions
- Developed and maintained AI research projects on GitHub and Hugging Face.
- Contributed tools and frameworks supporting multimodal AI and domain-specific intelligence systems.
2023
- IndianConstitution NLP System
- Designed and released an open-source constitutional intelligence framework.
- Distributed through PyPI for public use and academic experimentation.
2018
- Paryavaran Ratna Award
- Indian Centre for Wildlife and Environmental Studies, South Asia Region.
- Recognized for contributions to environmental awareness and sustainability initiatives.
2017
- Unique Performance Award for Academic Excellence
- Shri Vidhyaa Giri Matriculation Higher Secondary School.
- Awarded for outstanding academic achievement during the academic year.
2016
- Distinction – Universal Talent Search Examination
- Shakespeare Institute of English Studies.
- Recognized for exceptional performance in a national-level talent examination.