About

I work at the intersection of systems design, automation, and AI governance.

My background is not in chasing novelty, but in preventing fragile systems—especially those that fail quietly, at scale, and without clear ownership.

I care about:

• – Clear system boundaries
• – Explicit responsibility
• – Recoverability over cleverness
• – Humans remaining accountable, even when AI is involved

Most of my work is exploratory by design. Some of it becomes products. All of it is governed.