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Michael Marvin

AI Engineer

Grand Rapids Metropolitan Area · 1 connection

hello, Frank

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About

I build production LLM systems, not demos. Right now I'm the lead developer on a fintech platform serving 300+ paying businesses, where I shipped the RAG and vector-database features that classify financial transactions, architected the multi-tenant migration, and built the QuickBooks auto-reconciliation system across 11 integrations. Anything the model gets wrong touches real money, so evals, confidence thresholds, and human review are part of how I ship. Through Arche, my consultancy, I turn fuzzy AI ideas into working software in days. One example: an LLM lead-generation pipeline that has produced 25 qualified leads a day for a home-services startup since the day it launched. TypeScript end to end (Vue/Nuxt, React, Node, Convex), direct OpenAI and Anthropic API work, MCP tooling, Claude Code daily. Self-taught. Remote since 2022. Open to remote AI engineer and full-stack roles. michael@arche.is

Experience

AI EngineerArche
Mar 2025
Operations ManagerFedEx
Jul 2018 to Mar 2025
AI Engineerhello, Frank
Jan 2026