M.Tech Software Engineering student at VIT Vellore specialising in backend systems and applied ML. Author of 2 published patents in cryptographic authentication and federated learning. Holds AWS ML Engineer and Solutions Architect certifications. Active open source enthusiast — contributor to production codebases used by tens of thousands of developers.
Builds a hierarchical section tree during ingestion using a 13-type academic ontology. ATB-RRF algorithm fuses vector similarity with structural signals at query time — achieving 23–41% better retrieval over vector-only RAG at just 3ms extra latency. Powered by ChromaDB, Gemini Flash, and streaming SSE responses with citation highlighting.
AI-powered early detection of sugarcane pests using YOLOv8 for image detection and TabNet for tabular prediction. Containerised with Docker, served via FastAPI.
Android ride-sharing app with real-time ride posting, Firebase Authentication, Realtime Database, and Google Maps SDK for route visualisation and navigation.
Fixed indented list continuation bug in TypeScript (composebox_typeahead.ts) — correctly preserves indentation when continuing indented markdown lists in the message composer.
Added optional Redis distributed caching with in-memory fallback. Fixed truthy cache checks, missing unit tests, and Docker memory/CPU limits to prevent host exhaustion.
LiteLLM retry with exponential backoff, zero-shot MNLI safety guardrails, SQLAlchemy type mapping, wearable sensor data validation, and test teardown connection cleanup.
Fixed the scheduler UI to display same-classroom sections in the section info panel. Added unit tests for the LotteryFrontendModule ensuring robust scheduling logic.