Start a project

Bring me the difficult system.

I start by mapping the components, model decisions, latency budget, failure modes, and deployment path.

A useful first note includes

Ways to work together

Review, build, or operate.

Engagements can stand alone or progress from review to build to ongoing ownership.

A system deep-dive with a written brief covering architecture, trade-offs, failure modes, and the deploy path.

Design brief

A production-shaped implementation: code, infrastructure, tests, observability, documentation, and a working deployment.

Repository + working system

Ongoing production ownership covering operations, reliability work, and new releases alongside your team.

Embedded partnership

No pitch deck required