
Four claims about one roof, and what the Master Ledger would have to do when a section is turned over and the layers start disagreeing with the file
Self-taught full-stack engineer. Founder of ML Systems, a Rhode Island construction tech company. Shipped a React Native app to both stores
Self-taught full-stack engineer and founder of ML Systems, a construction technology company in Rhode Island. I run the construction company and I wrote the software: a React Native app live on both app stores, plus the Next.js / tRPC / Drizzle / Postgres platform, ML services and multi-agent AI layer behind it. I write about claims-based data models, multi-agent architecture, and what breaks when software meets a job site. Public reference: github.com/MLSystemsRI/ml-systems-public
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