Most AI work never leaves the demo.
Mine ships — a voice assistant answering on my own hardware, a payments-grade platform built by three people, a live migration no school ever noticed.voice assistant payments-grade live migration
One identity, three angles: AI, security, engineering.AI, security, engineering.
~0 tok/s
local inference on a consumer GPU
~0
schools live through a zero-downtime migration
0
projects run by one agent pipeline
0%
reliability before any new feature ships
Pick your angle
Selected work
AI · 2025 — present
Hermes
A local-first AI assistant orchestrator.
- Qwen 2.5 14B
- ROCm
- Claude Haiku
- FastAPI
- WebSocket
- faster-whisper
Now
Building the pre-fundraising demo for Vybe — its in-product AI assistant, its content-ranking logic, and its pre-launch security posture.