At Microsoft, I built the historical risk foundation for AI Agent Risk Detection, enabling day-one evaluation for 237K+ agents across 13K organizations. I drove architecture and launch for AI-agent Adaptive Protection across Purview IRM, Entra, DLP, and Conditional Access.
At Amazon, I built a 0→1 developer platform for 60+ microservices, reducing service setup from two weeks to under an hour. I also led a 100K+ TPS monolith-to-microservices transformation and delivered ML-powered fulfillment systems with $28M in annualized impact.
I build reliable systems across cloud platforms, distributed architecture, applied AI, and security. My work spans AI risk detection, RAG recommendations, LLM localization, observability, and developer tooling.

