Technology should amplify human potential..
Applied Projects
Investigations across legal-tech, health-AI, and industrial systems—grounded in rigor, driven by impact.
Applied Research
Investigations [2024—2026]Reducing Hallucination in Legal LLMs
A retrieval-augmented approach (LangChain + FAISS) that grounds a legal-focused language model in verified sources to support bail decisions with far lower hallucination risk.
View on GitHub →Image-based Anemia Detection
Investigating whether fingernail and eye imagery can screen for anemia on-device — pairing computer vision with a conversational recovery assistant (Scarlet Save / Clara).
View on GitHub →Redundant Dual-Protocol Hazard Alerts
Combining cloud (MQTT) and local (NRF24L01) communication paths so safety-critical vehicle alerts survive connectivity loss — designed for real-time redundancy.
View on GitHub →Research Focus
Legal-Tech LLMs
Trustworthy, retrieval-grounded language models for high-stakes legal reasoning.
AI for Social Good
Computer vision and mobile AI applied to accessible, affordable healthcare.
Industrial IoT
Redundant, real-time embedded systems for safety-critical environments.
Enterprise Data Science
Design-thinking-led data and enterprise architecture that stays business-aligned.
Workshops & Conferences
AttendedAuthorship Workshop: Paper Protocol
IEEE MTT-S, RIT-B
Pre-Incubation Workshop
IEDC Cell, REVA UIIC
Cyber Crimes Conclave
IISc, Bengaluru
"Every project begins with a question, not a programming language. Innovation happens where engineering meets empathy."