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An end-to-end paroxysmal arrhythmia detection pipeline consisting of hardware, DSP techniques, 1D CNN classifier, and an application displaying heartbeat classification in <10 seconds.
A real-time smart bike safety system that detects fast-approaching vehicles from behind and alerts the rider via audio and visual triggers to reduce collision risk.
A donation intake website which quickly logs products, classifies items with AI & manually, and tracks current stock.
