Founder/operator building MartinLoop, an open-source control layer for autonomous AI coding agents.

Background across AI infrastructure, web3, fintech, developer tooling, asset management, VC, and product strategy.

CFA background gives me a strong lens on risk, controls, incentives, governance, and financial systems.

I’ve worked on turning abstract risks into practical systems: budget caps, verification gates, rollback, audit trails, and run records.

I’m especially interested in AI safety problems where agents act in the real world: writing code, spending money, calling tools, and making decisions.

My strength is translating complex technical ideas into clear products, public writing, and usable infrastructure.