Applied Research & Curiosity

Technology should
amplify human potential.

6+Applied Projects

Applied Research

INVESTIGATIONS [2024—2026]
Legal-Tech · LLM

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.

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Health-AI · Computer Vision

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).

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Industrial IoT · Systems

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.

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Focus Areas

gavel

Legal-Tech LLMs

Trustworthy, retrieval-grounded language models for high-stakes legal reasoning.

volunteer_activism

AI for Social Good

Computer vision and mobile AI applied to accessible, affordable healthcare.

sensors

Industrial IoT

Redundant, real-time embedded systems for safety-critical environments.

insights

Enterprise Data Science

Design-thinking-led data and enterprise architecture that stays business-aligned.

Workshops & Conferences

ATTENDED
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Authorship Workshop: Paper Protocol

IEEE MTT-S, RIT-B
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Pre-Incubation Workshop

IEDC Cell, REVA UIIC
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Cyber Crimes Conclave

IISc, Bengaluru

“Every project begins with a question, not a programming language. Innovation happens where engineering meets empathy.”

Research Philosophy