I help engineering teams solve difficult infrastructure, systems, and AI engineering problems.

I specialize in diagnosing complex software failures, reverse engineering unfamiliar architectures, and building reliable solutions from first principles.

Each project begins with understanding why a complex system behaves the way it does. I investigate unfamiliar architectures, validate assumptions with evidence, trace failures to their root cause, and then design solutions that are reliable, maintainable, and well understood.

If you’re an engineering manager hiring infrastructure, systems, or AI engineers, or a technical founder looking for someone to solve difficult engineering problems, you’ll find examples of how I approach ambiguity, evaluate trade-offs, and deliver dependable solutions.

If that approach could help your team, reach me at