ML infrastructure engineer building evaluation, inference, and observability systems for AI. Creator of the MIST stack — MatchSpec, InferMux, SchemaFlux, TokenTrace — an eval and inference platform written in Go with zero external dependencies. Founding Engineer at Supermodel, building code analysis tooling for AI agents. Previously built distributed systems at Amazon and AWS. Published research on benchmarking Model Context Protocol servers.