Tech Lead, Data Science

Synechron — Bengaluru

I build GenAI systems that hold up in production.

Eight years in ML, NLP, and applied AI — the last several leading a team of engineers shipping retrieval and reasoning systems for Fortune 500 banking clients on Azure OpenAI.

View the work

Selected work

04 projects

  1. Audit AI Assistant

    GPT-5.2 compliance chatbot built end-to-end for a Fortune 500 bank, cutting manual review time across the audit workflow.

    87% RAG accuracy · 18 hrs/wk saved

  2. Finance RAG Chatbot

    Query decomposition, hybrid search, and semantic reranking over financial PDFs, with citations to prevent hallucination.

    60% faster analysis

  3. Neo4j Knowledge Graph

    20M-node multilingual graph with LaBSE embeddings for cross-lingual entity resolution.

    96% F1 · 109 languages

  4. RegulationQA

    LangGraph multi-agent system running Graph RAG over CFR cross-references, served through an MCP server.

    FastAPI streaming

About

I lead a team of 6–7 GenAI engineers at Synechron, building production systems for banking and financial services clients. Before this, I worked on knowledge graph and NLP infrastructure at Brane Enterprises, and started my career as a systems engineer at TCS. I hold a Master's in Artificial Intelligence from the University of Mumbai.

Stack

  • LangChain
  • LangGraph
  • LlamaIndex
  • Azure OpenAI
  • AWS Bedrock
  • Neo4j
  • Milvus
  • FAISS
  • FastAPI
  • RAGAS