Adam
Mirmina

One fixed camera watches the pool. The pipeline finds each shot, calls it a make or a miss, and is learning to say who took it. Identity comes from coloured swim caps, because people who are wet and half-submerged thirty feet away carry none of the cues a face model needs.

82.2%

on shots it never saw in training

146

shots judged by hand to train it

118 min

of 4K footage recorded and labelled

A training app with an AI coach that reads your actual routine and history before it proposes anything. It cites the study behind each change, only where a study really tested that exercise, and says when none has rather than inventing one. It works with no signal and reconciles when it reconnects.

5

people logging their training in it

19

entity types reconciled offline-first

A tool for recording what a note or a chord actually looks like to her, with microphone chord recognition so capture keeps up with playing. The point was never the visualisation, it was the data: a record that survives the device it was entered on.

1

person it was built for

Scrabble rules, played in a browser, in real time. The server owns every move: it validates the board, keeps each player's rack private, and settles who played what. Doing that on the client would mean trusting five relatives not to read each other's letters.

Server

authoritative on every move