At a Glance
33,000+ cumulative downloads, IndianConstitution (PyPI) • Top 15% acceptance, ICICC 2026 — Springer LNNS, indexed in Scopus & Web of Science • 1 of 23 global case studies selected from 235+ submissions, India AI Impact Summit 2026 (MeitY × UN Women) • Dean-invited Advisor, Machine Learning Tech Society
Experience
Researcher, Artificial Intelligence
Department of Electronics and Communication Engineering, Saveetha Engineering College, India. Leading independent research at the intersection of multimodal artificial intelligence, explainable machine learning, constitutional AI, and public interest technology, with deployed applications spanning healthcare diagnostics, legal intelligence, and AI governance.
Intern, Virtusa Consulting Services Pvt Ltd
Selected through Virtusa's Jatayu Hackathon 2026 under the Agentic AI theme. Designed and built CodePerfect Auditor, an end-to-end healthcare revenue-integrity auditing system that reconciles clinical documentation against billed ICD-10 and CPT codes and renders its reasoning through an interactive Clinical Evidence Graph, tracing every flagged discrepancy back to its supporting clinical evidence. Engineered a clinical NLP extraction layer, configurable code-mapping logic, and a discrepancy-detection engine with revenue-impact estimation, shipped as a production-style FastAPI service with a Streamlit reviewer interface.
Education
B.E., Electronics and Communication Engineering
Saveetha Engineering College, India. CGPA: 8.10/10.
Technical Skills
Languages: Python • ML/DL: PyTorch, Vision Transformers (ViT), Transformer-based LLMs/SLMs (e.g. BioGPT) • AI Systems: Retrieval-Augmented Generation, Explainable AI (XAI), Clinical & Legal NLP • Deployment: FastAPI, Streamlit • Tooling: PyPI Package Development & Distribution, Git/GitHub, Hugging Face
Research Interests
Multimodal AI • Vision–Language Models • Explainable AI • Scientific AI Systems • Constitutional AI • AI Governance • Public Interest Technology • Retrieval-Augmented Generation • Healthcare Intelligence • Technology Policy and Digital Governance
Selected Research Projects
ExplainableVLM-Rad
An explainable multimodal clinical intelligence system integrating Vision Transformers and BioGPT for radiological reasoning, structured report generation, confidence-aware inference, and interpretable decision support — designed as a foundation for trustworthy AI deployment in high-stakes healthcare settings.
Multimodal Scientific Reasoning Systems
Investigating the integration of perception, language models, retrieval systems, and structured reasoning to build domain-specific AI systems capable of supporting scientific and high-stakes decision-making.
IndianConstitution
An open source constitutional intelligence platform enabling semantic retrieval and structured analysis of India's constitutional texts. Surpassed 33,000 cumulative downloads on PyPI, reflecting substantial adoption among researchers, developers, educators, and students.
Publications
Explainable SLM-Guided Vision–Language Model for Multi-Class Skin Lesion Recognition
Published in Springer's Lecture Notes in Networks and Systems (LNNS), Proceedings of ICICC 2026. Indexed in Scopus and Web of Science. Identified in the acceptance notification as among the top 15% of papers received and reviewed.
NariRaksha: Gender-Responsive AI for Women's Safety
India AI Impact Summit 2026 Compendium (MeitY and UN Women). Selected among 23 case studies from over 235 submissions spanning 50+ countries for publication in the official summit volume.
Leadership and Academic Service
Advisor, Machine Learning Tech Society
Invited by the Dean of Information and Communication Technology, Saveetha Engineering College, to provide academic and technical leadership for the institution's machine learning community. Designed and delivered advanced programs on AI Agents, Quantum Machine Learning, Financial Machine Learning, and emerging AI systems while mentoring student researchers.
Selected Distinctions
India AI Impact Summit 2026 (MeitY and UN Women)
Published contributor selected among 23 case studies from a global pool of more than 235 submissions. Recognized during the official publication launch by senior UN Women leadership for contributions to gender-responsive and public interest AI.
Springer LNNS Publication Recognition
Research identified in the acceptance notification as among the top 15% of submissions received and reviewed for ICICC 2026, and published in Springer's internationally indexed LNNS series.