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1. ARIA ARIA Public

   Emergency response simulator for Porto — real street graph pathfinding, ambulance dispatch, multi-generation analytics, and adaptive station recommendations

   Python

2. emotiondetection emotiondetection Public

   Real-time facial emotion detection — CNN built from scratch in NumPy (manual backprop), then upgraded to PyTorch with GPU training, class balancing, and live webcam inference

   Python

3. Squat-ML-Detection Squat-ML-Detection Public

   Squat form analyser using MediaPipe pose landmarks — extracts biomechanical metrics from video and trains a scikit-learn classifier

   Python

4. Atheros-CSI-Tool-kernel7 Atheros-CSI-Tool-kernel7 Public

   Atheros CSI Tool ported to Linux kernel 7.0 (Ubuntu 7.0.0-22-generic) — all mac80211/ath9k API changes fixed, AR9271 USB fully working

   C 1

5. WifiSpaceMapper WifiSpaceMapper Public

   Device-free motion sensing from Wi-Fi CSI on a commodity ESP32 — from-scratch ESP-IDF firmware + a real-time PyQtGraph visualizer (spectrogram, radar, Doppler, motion detector).

   Python 4