I build systems that don't blink.

Lead software engineer · AI systems

Real-time AI, voice, memory, networking, and embedded software. I take the fragile path, name every failure, and turn it into an observable system I can trust under pressure.

$ audit --work $ read --field-notes $ open --direct-line

control I know who owns every queue. tempo Latency is a product decision. proof If I cannot trace it, I do not trust it. range Firmware to agent architecture.

::00 /usr/local/share/msa/index

Choose the proof surface.

The homepage is the control plane. Work, notes, about, CV, and contact now have focused routes of their own.