Solutions Architecture · AI Engineering

I build systems that put structure around messy operational work.

Two of them are live and have already earned real money: GIMS, a schema-driven platform that models any workflow as a grammar, and its Compliance Relay, a tamper-proof audit trail built for regulated industry. Below is what they do, how they're built, and where they're headed.

Information management · open source

GIMS

A generalized information-management system. Instead of hard-coded modules, you describe your domain as a grammar (nouns, verbs, adjectives) and GIMS becomes a tracker for it. A lab today, HR onboarding tomorrow, from the same engine.

First paying client Case study
Compliance · regulated industry

GIMS Compliance Relay

An immutable, cryptographically-sealed audit trail for environments that answer to regulators. Captures who touched what and when, signs it, and exports evidence you can verify offline, built against 21 CFR Part 11.

Active pharma pilot Case study

These are the first pieces of one system.

GIMS and the Compliance Relay are the shipped organs of a larger design for running an organization's operational memory. Three more are on the roadmap: GEDS, GOMS, and GONS.