Now

What I am focused on

A short operating snapshot of the work and learning that currently matter most.

Developing fire-safety vision systems

Training and evaluating vision models, deterministic safety logic and compact reasoning models for edge-oriented use cases at Mako.

Leading an AI assistant platform

Setting technical direction and coordinating integration work while keeping internal product details private.

Building public AI tools

Developing agent memory, RAG and media-automation projects that can be inspected through public code and package registries.