Salman Parvez

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.