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longer notes from hackathons, product experiments, and the work that still felt worth unpacking once the deadline was over.

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september 2025

6 min read

ctrl-arm at shellhacks 2025

a write-up on building ctrl-arm at shellhacks: the accessibility problem it was trying to solve, the hardware and ml tradeoffs that made it usable, and why the project landed with people.

accessibilityhackathonsemgmachine learninghardware
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