September 2026
Building MajiGuard: what actually went wrong
A build log for my final year water quality monitor: two dead sensors, a voltage mismatch, a turbidity sensor that could not tell room light from cloudy water, and the machine learning that ended up separating real contamination from a broken probe.
IoT Machine Learning Hardware
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