Writing
On video, agents, and computer vision.
I put every CSI button in a CLI
Building Overcast: the real algorithms behind the hacker-movie tropes, connected to an agent that remembers.
Build story
mDex is open source: bring your own catalog
Bring your own catalog to the offline visual matcher, and reproduce the benchmarks behind it.
Open source
I vibe coded an offline card scanner for the National
10,023 trading cards, an offline iPhone scanner, and a return to classic computer vision.
Build story
How to grep video
Why transcripts aren't enough, and how structured representations make video searchable by agents.
Engineering
The million-dollar slide: what your sales transcripts are missing
What speech-only analysis misses when the useful information is on the screen.
Research & applications