Full-stack developer focused on web applications, with a growing interest in applied AI and retrieval systems. Comfortable across the stack — from database design to frontend implementation — and drawn to projects that involve real-time systems or measurable performance gains.
Query-Aware Semantic Context Compression for RAG
A two-stage compression pipeline for RAG systems combining a cross-attention coarse filter (QUITO-X) with a graph-based fine filter (EP-EXIT). Reduces input tokens by 77% while achieving the highest Token F1 (66.79%) among seven evaluated baselines on HotpotQA.
PythonPyTorchFLAN-T5Gemma-2BLlama 3.1spaCy
OneHub
Campus event management platform with multi-role dashboards for students, organizers, and admins. Includes volunteer management, real-time notifications, and PostgreSQL-level optimizations (triggers, views) that cut redundant queries by 95%. Deployed in production.
ReactNode.jsExpressPostgreSQLSupabaseJWT
Wisor
Personal finance tracker with expense, income, and budget dashboards, plus rule-based spending insights.
ReactViteNode.jsExpressSQLite
Cold-Chain Pharma Logistics Ledger
Real-time monitoring dashboard for pharma cold-chain shipments — live telemetry over WebSockets, temperature/geofence alerting, and an immutable audit log.
ReactNode.jsExpressMongoDBWebSockets
SpiceHold
Hackathon project building an AI-assisted marketplace for Kerala's cardamom farmers, with price forecasting and farmer pooling.
JavaScriptHTML/CSSAI Integration
Melo Chatbot
A Gemini-powered chatbot for college websites answering student queries on events, registrations, and announcements in real time.
PythonFlaskReactGemini API
Exploring frontend development in more depth with React, and building projects in AI/ML.