Fifteen years, in order

Shift Code

Founder and AI engineer

My own company. I design, build and run AI native products and LLM systems for B2B clients, and a small portfolio of my own.

• An engineering agent that works a backlog and stops at the release gate.
• Candidate screening with citations instead of an unexplained score.
• A CV and job matching service with per tenant isolation.
• Agent workflows for AI search visibility, with approval gates and evaluation against a golden dataset.

Adobe

Senior full stack engineer

Four years inside a product at real scale. Large teams, code with years of history behind it, and review and release processes that exist for a reason. That is where I learned what a release gate is worth.

TrackStreet

Senior full stack engineer, contract

Brand protection out of the United States. I looked after the crawler infrastructure that scanned the open web for client brands, and the machine learning behind it, back when that meant training classifiers rather than writing prompts.

2Checkout

Software engineer

Payments. The years where you learn that the interesting part of a system is what it does when something fails.