Full-Stack AI Engineer. I work on the half of an LLM system where sounding right isn't good enough.
Evidence provenance, hallucination prevention, token economics -- and the range that comes with owning it end to end, from a React component to a Helm chart.
LinkedIn · Portfolio · rotyanir@gmail.com
- PersonaKit
- Personal AI agent
- Reels Creator Agent
Coding agents from a single terminal - herdr - Claude and Codex, 25–28B tokens/month.



