Building security systems, developer intelligence, and research software with product-level execution.
Tools I actually build with, grouped by where they matter.
Security systems — temporal graph learning, threat detection, and investigation interfaces that preserve data truth.
Developer intelligence — AI tooling that fits into real workflows instead of becoming another disconnected chat surface.
Research infrastructure — provenance-first software where reproducibility, evidence, and source integrity matter more than generated filler.
Product engineering — shipping across interface, API, data, infrastructure, and ML boundaries instead of treating them as separate worlds.



