I build agent products that stop before they do damage.

Product manager in supply-chain finance. My work is mostly about the gap between what a model can draft and what a regulated business can act on — policy packs an agent must cite, approval gates it cannot route around, and evidence honest enough to argue with.

Work

KYC Checker Agent

Compliance review · live demo

An agent that reads a KYC case against fifty rules, proposes the checks it needs, and stops. A human approves, edits or declines; only then does the server run anything. Graded on 6 cases and 47 written-in-advance expectations.

Stablecoin receivables platform

Trade finance · private repo

The product the agent lives inside: suppliers submit invoices, funders finance them in USDC, and every status change is re-derived from the chain before the database is trusted. Seven roles, and a gate nobody can self-serve past.

Pricing analyst

Next

The same method in a different domain — a rules engine that sets the band, an agent that reasons inside it and never computes the price itself.

How I work