An agentic RAG system for natural language querying of historical A/B test results, with built-in bias detection for experiment validity. Multi-node LangGraph pipeline over a ChromaDB vector store of experiment metadata; local-first LLM inference with hosted-API fallback for production.

LangGraph · LlamaIndex · ChromaDB · sentence-transformers · FastAPI · Ollama · Claude API

Extended Google's security patch detection tool Vanir to Python via Tree-Sitter CST integration, validated on 26/26 CVE/fix pairs from OSV. Expands Android OEM patch-compliance coverage. Workshop paper in progress.

Tree-Sitter · Python · CST parsing · Security · OSV

A Travel Itinerary generator customised to the user's vacation type, budget and other details. The Itinerary suggests possible places the user would like to visit tailored to the available timings. This project considers only Jaipur, India as the destination city at the moment.

Streamlit · Folium · Plotly · Pandas

Cross-content recommender matching 18K+ books to movies using SBERT embeddings and contrastive learning (InfoNCE), with LLM-powered genre mapping across 461 book genres and FAISS indexing for real-time retrieval. Self-scraped datasets from Goodreads and IMDB.

SBERT · FAISS · Contrastive Learning · Claude API · Streamlit · FastAPI