Featured · Research · 14 Aug 2026
Three sources, one frame rate, and a 35× disagreement
Every video in my dataset reported its frame rate three times, and the three readings did not agree. Resolving that was most of the project.
Read the post →Notes from a biomedical engineering degree
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Coursework I have rewritten to make sense of, notes from the lab, and the occasional argument about applied mathematics.
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Methods · 2 Jul 2026
Publishing where your data fails
Tracking failed on some runs. Instead of averaging over them, I mapped where and why it failed.
2 min read
Machine learning · 20 May 2026
What a 50%-accurate model taught me
We built a skin-cancer triage app in a week and won a presentation award for it. The model was about 50% accurate. Both …
2 min read