I'm an AI/ML Architect with 10+ years of experience building production software, currently leading Gen AI and machine learning initiatives at a Big 4 professional services firm.

My day-to-day work centers on Generative AI and agentic systems — RAG pipelines with vector databases (Azure AI Search, Pinecone), LLM-powered document intelligence, multi-agent orchestration with LangChain and LangGraph, and Azure AI Agents with MCP (Model Context Protocol) integrations. Before that, I built ML models for defect prediction in semiconductor manufacturing, and spent years shipping full-stack applications (.NET, Python, Angular) in banking and fintech.

I hold a Post Graduate certification in Machine Learning & AI from IIIT Bangalore, and I write regularly on Medium about applied AI/ML topics — from RAG architecture to vision transformers to agentic AI patterns.