I'm a machine learning engineer who ships AI systems end to end, from statement of work through delivery and maintenance. At Mozilla I work on the AI Platform, developing new features and collaborating across teams to bring AI capabilities to Firefox. Before that I built an enterprise automation platform at HGS Digital that supported over a thousand concurrent users and cut case analysis from four hours to one, and led pre-sales work on agentic workflow demos in LangGraph and LangChain. Earlier I modernized a monolithic system into a modular React and Node.js architecture at Equity Sales Finance, and trained TensorFlow Lite models for computer vision running on edge devices at Austin GIS. My day-to-day spans Python, TypeScript, React, Node.js, TensorFlow, PyTorch, Docker, AWS, and GCP.