Everything

I design ethically governed autonomous systems where authority is enforced before execution.
My work focuses on ethical AI, runtime governance, deterministic autonomy, and fail-closed system design.

My journey began in the military, where discipline wasn’t optional—it was the air you breathed. That experience shaped how I approach systems: accountability, structure, and reliability under pressure.

After service, I carried that mindset into mechanical and computer systems. Working with machines taught me precision, documentation, and the reality that when components don’t align, nothing moves. That principle has guided every system I’ve built since.