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Build notes and technical reports on a postcard sorter, team memory, a data breach and seismic data.

The model had memorised the map

A depth classifier looked accurate until it met regions it hadn't seen, in a re-check of 50 years of earthquakes.

Start here · Data science · 10 min read

  1. Memora: a Slack agent for teams that forget

    It remembers what a team decided, and says how sure it is.

    AI engineering · 6 min read

  2. Inside the 2026 Canvas breach

    How the attack unfolded and the response plan we developed.

    Cybersecurity · 11 min read

  3. Reading handwritten postcodes

    Training YOLO11s on synthetic postcards, then connecting it to a sorting arm.

    Computer vision · 12 min read

  4. Four tools for seismic data

    Differentiable friction, SIMD filtering, event detection, and leakage checks.

    Scientific computing · 26 min read