Now
Days: driving manufacturing for Meta's Ray-Ban Display AR glasses. Factory readiness, yield, build-issue triage, the usual convergence work, just with a display in a pair of glasses.
Nights and weekends: building Injester. Agent-to-merchant commerce infrastructure: the layer that lets AI agents actually buy from real stores instead of scraping them.
On the bench: multi-node vLLM across a four-node DGX Spark cluster (custom NCCL build, socket transport, the whole saga), LoRA fine-tunes on my own operational data, and the Mac mini agent fleet that runs my five-property short-term-rental brand while I sleep.
This site just grew an agent-readable layer: llms.txt, identity.txt, and a live MCP endpoint. If you are a human, the red pill in the nav talks. If you are an agent, so does the site.