Devin Huber · AI automation engineer
I build AI automations
that run on their own.
Five are in use at my employer today, each one tested before anyone relies on it.
Open to AI automation & AI engineering roles Columbus, OH · relocation or remote
Results so far
98.5%of values it passed without review were rightFinance platform, 30 held-out SEC filings ~110 ha year back for the CEO, projectedGuest application agent 0 of 33trick questions fooled my archive AIPodcast archive assistant 3×fewer wrong tags after my fixNews-tagging agent, 500-article test
Each number opens the build behind it. More than 150 figures on this site are re-checked by code every time it changes.
- Builds with
- Claude
- Anthropic API
- n8n
- Zapier
- Python
- Node.js
- MCP
- GitHub Actions
Featured work
All buildsPython · FastAPI · ReactFinance Operations PlatformSpreads statements, reconciles bank against ledger and matches invoices, then sends a person only what it is unsure of. Five engines, one set of controls.0 of 37problem invoices reached approval without a personRead the build n8n · in production at my employerExecutive Email AssistantAnswers the CEO’s routine email and books accepted meetings on its own; everything else waits for one evening to-do. Code decides every send.97tests run the workflows’ own codeRead the build Python · in use at my employerPodcast Archive AssistantColleagues ask ten years of interviews a question in their own Claude. Every quote is checked against its transcript in code.2.6Mspoken words it answers from, every quote checkedRead the build
Free tools Error-rate calculator ↗ Workflow cost calculator ↗ Ready-to-ship checklist ↗ n8n export scrubber ↗