FindexAI — AI-Powered Browser Discovery Engine
Next.js, React, FastAPI, LangChain, LangGraph, FAISS, ChromaDB, Docker, WebExtension APIs
- Pioneered FindexAI, an AI-powered browser extension transforming search into a contextual discovery engine for web + YouTube.
- Built multi-agent architecture with LangChain & LangGraph for web search, transcript analysis & HTML querying.
- Implemented vector similarity search with FAISS & ChromaDB enabling fast semantic retrieval.
- Engineered a model-agnostic FastAPI backend + responsive cross-browser extension (Chrome & Firefox).
- Integrated a customizable theme engine (MacOS Classic, Windows XP, Neobrutal etc.).
Next.js, TypeScript, FastAPI, LangChain, LangGraph, PostgreSQL, Docker
- AI-driven platform for resume analysis, job category prediction & talent management dashboard.
- Advanced LangChain RAG + LangGraph flows for cold email drafting, interview question generation & answer frameworks.
- Intelligent parsing for structured candidate profiling & accurate categorization.
- Scalable FastAPI + PostgreSQL backend, containerized with Docker.
React, Python, WASM (Pyodide), MongoDB (4.5k+ users)
- Modern React PWA frontend for JIIT WebKiosk adopted by 4,500+ users.
- Integrated Pyodide to parse & render marks PDF data client-side.
- Added modules: Timetable, Placement, Campus Updates.
- Theming system + deep customization & responsive design.
React, TypeScript, FastAPI, PWA, RAG (LangChain), Vector DB, LightGBM
- React PWA for personalized solar sizing, cost & savings forecasting.
- RAG chatbot (LangChain + Gemini) for subsidy & policy guidance.
- Monthly solar yield forecasting with LightGBM (weather-informed).
- FastAPI backend for scraping, embeddings, LLM orchestration & live tariff feeds.
Next.js, TypeScript, Flask, MongoDB, JWT, XgBoost
- Bias detection for news articles with real-time ingestion & MongoDB persistence.
- Automated scraping pipeline across diverse sources.
- XgBoost model surfaces bias patterns & insight summaries.
- Clean responsive UI for analysis consumption.
Next.js, TypeScript, Node.js, MongoDB, JWT, WebSockets, Gemini Gen AI API
- Marketplace connecting designers, manufacturers & consumers.
- Full e‑commerce stack + MongoDB data layer.
- Anonymous real-time designer ↔ manufacturer chats (WebSockets).
- Gemini-powered support assistant for user queries.
Next.js, TypeScript, Flask, JWT, Gemini Gen AI API, Random Forest, KNN
- AI-driven crop recommendation, yield prediction & insurance advisory.
- Gemini chatbot for instant agronomic support.
- Random Forest + KNN ensemble for accurate yield outputs.
- Framer Motion enhanced UX & responsive farmer-friendly UI.