I'm Tanish. I build AI/ML systems and enjoy figuring out where they break.
Lately, I've been working on retrieval, analytics, autonomous systems, and evaluation. Some of my recent projects are Insight, Engine, and Light-RAG.
I enjoy building systems that can detect when something has gone wrong instead of blindly producing an answer.
I won Smart India Hackathon 2025 (1st place nationwide) with SimAstra, a decentralized drone defense simulation developed for Bharat Electronics Limited.
Currently looking for AI/ML, ML engineering, and backend roles.
| what | status | |
|---|---|---|
| SimAstra | autonomous drone defense simulation · BEL · SIH 2025 winner | closed source |
| Insight | deterministic data analyst · natural language → analysis → reports | live |
| Engine | autonomous multi-drone defense simulation · target allocation · tracking · guidance | open source |
| Light-RAG | retrieval and grounding platform · hybrid search · evaluation · citation verification | open source |
| Heimdall | AI code review agent · GitHub webhook integration | open source |
LangGraph · LangChain · FAISS · ChromaDB · DuckDB · SQLAlchemy · Pydantic
