I spend my time on two things: shipping production AI systems and thinking about what makes them reliable. I currently work as a Forward Deployed Engineer at Google. Previously, I was a Technical Lead at Clarity Bio Systems, where I led a team of five engineers. My work focuses on deep technical engineering and solving problems where the system must be reliable for real decision-making. That meant: - Current Focus: Forward Deployed Engineer at Google, building production GenAI systems end-to-end. - Leadership & Experience: 5+ years of applied AI experience, most recently as Technical Lead at Clarity Bio Systems managing a team of 5 engineers. - System Scale: Architected active-active multi-region GCP platforms handling 100K+ daily requests with under 100ms latency. - AI Architecture: Designed production agentic RAG systems grounding LLMs in 110K+ scientific publications using vector search and Neo4j graph traversal. - Core Engineering: Started my career building low-latency C++ backend services and hardware abstraction layers at Jaguar Land Rover - On the side: co-inventor on two published patents and co-author on three peer-reviewed publications in scientific AI software. I'm drawn to work at the intersection of three things: deep technical engineering, direct contact with the people who actually use what I build, and problems where the system has to be reliable because someone's making a real decision based on its output.