I build AI-centric systems — and the multi-agent loops that help build them.
Mostly I'm orchestrating and auditing rather than hand-coding: I design the architecture and the guardrails, then let pipelines do the mechanical work and verify everything against real evidence.
What I work on
- 🧠 Ambient & agentic AI — realtime multimodal companions, LLM orchestration, temporal knowledge-graph memory
- 🦀 Rust for the rigorous core · 🟦 TypeScript on Cloudflare edge · 💎 Rails + deep PostgreSQL · 🐍 Python for LLM services
- 💳 Production SaaS — billing, credits, subscriptions, the un-fun correctness
How I work
- Clean / Hexagonal architecture by default — misplaced business logic is a bug even when the code works
- Production-grade or name the blocker — no stubs, no fake-green
- Root-cause over band-aid · test-locked parity refactors · atomic commits
- Automate the human out of mechanical loops