Company-wide AI strategy
Wrote a fintech's full AI strategy: resourcing framework across 8 functions, a 4-level agent autonomy model, and a financial-grade security policy. The founders adopted it. Then I built it.
Director of Product, Operations, and AI Strategy. I write the strategy, win the room, then build the systems myself, with the governance that keeps them safe. Fintech, gaming, LATAM. English and Spanish, natively.
Wrote a fintech's full AI strategy: resourcing framework across 8 functions, a 4-level agent autonomy model, and a financial-grade security policy. The founders adopted it. Then I built it.
A 27-node pipeline on the Claude API routing design changes straight into dev tasks, plus a live sprint-health dashboard on Cloudflare Workers. Built solo, run daily, zero engineering cost.
Interactive product roadmaps with live editing and access controls, adopted as the company's planning source of truth. Plus the governance layer: allowlists, kill switches, audit logs, and a never-agentic policy for anything that touches money.
Before any of this, I competed. Varsity esports captain at UCI on one of the first scholarship programs in the country. Rank 1 North America finishes in WoW Mythic+.
Getting to the top of a competitive ladder is pattern recognition under pressure: you read a system faster than the people optimizing against you, find the edge, and execute before the meta shifts. I then spent years making judgment calls too important to automate, in Trust & Safety at Twitch, protecting 240M+ monthly users. That's why I know which decisions a machine should make, which it should suggest, and which it should never touch.
AI is just the deepest game I've found.
For companies ready to make AI an operating capability, not a pilot. I bring the strategy, the build, the governance, and the change management, as one owner.
For teams that want working systems in 60–90 days: workflow audit, two or three automations in production, a governance baseline, and a team that knows how to run it. Then I hand you the keys.
Remote (US) · Greater Los Angeles · Bogotá regularly