Senior Data & Applied Scientist with 8+ years of experience in building and scaling GenAI and ML systems across enterprise cloud platforms. Currently at Microsoft, I specialize in deploying LLM-powered Copilot experiences , semantic search, NL2SQL, recommender systems, and propensity models, and more recently enabling agentic capabilities with lightweight custom orchestrators I’ve led the development of high-accuracy NL2SQL services (~98%) and Q-A based document search systems (~90% top-5 accuracy), directly integrated into Sales Chat and MSX Copilot. I have also worked on multiple propensity and recommendation projects influencing 15k+ Azure subscriptions and $$ pipeline values Previously at VMware and Oracle, I built ML solutions for security and sales —delivering up to 9.2x lift in propensity models and $$ values I enjoy solving real-world problems at the intersection of AI, product, and impact—whether it’s scaling LLM solutions, building custom orchestrators, or improving latency in ML pipelines. Always curious, always building.