I partner with companies solving non-trivial problems. My focus is on deterministic outcomes in non-deterministic systems.
For existing systems hitting scaling walls
A deep-dive analysis of your current architecture, data pipelines, and technical debt. I identify bottlenecks and deliver a roadmap for modernization.
For 0 to 1, or 1 to 100
I act as the hands-on Lead Architect to build specific, high-complexity modules. I don't just write code; I design the system to survive success.
For teams bridging Research and Prod
I embed with your team to bridge the gap between AI research and production engineering. I review PRs, guide architecture, and mentor juniors.
You'll notice my pricing emphasizes documentation (ADRs, Roadmaps, Reviews). Code is a liability; understanding is an asset. I ensure that when our engagement ends, your team retains the intellectual property, not just the binaries.