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1. Marine-Acoustic-Monitor Marine-Acoustic-Monitor Public

   Edge-computed multi-sensor platform correlating hydrophone acoustics with environmental data (temp/pH/turbidity/salinity) for marine ecosystem health monitoring.

   Python 8

2. brute32 brute32 Public

   ESP32-S3 wireless attack platform — deauth, PMKID/handshake capture, evil twin + captive portal, on ESP-IDF 5.x

   C 4

3. Thermal-Vision-Based-Airflow-Optimization Thermal-Vision-Based-Airflow-Optimization Public

   An ESP32-based HVAC/AC control system using thermal imaging, achieving approx. 90% hotspot-detection accuracy. - Lightweight ML model to forecast thermal drift, targeting approx. 25% lower simulate…

   Python 3 1

4. terrain-aware-drainage-route-optimization terrain-aware-drainage-route-optimization Public

   Interactive flood-risk simulation for urban Chennai — terrain-based drainage analysis with a real-time "what-if" rainfall scenario engine. DEM pipeline → simplified hydraulic proxy (HEC-RAS upgrade…

   Python 2

5. SnitchWatt SnitchWatt Public

   From-scratch TVLA (Test Vector Leakage Assessment) leakage-auditing toolkit — detects secret-dependent power leakage, validated on simulated traces

   Python 1

6. AquaNexus AquaNexus Public

   Physics-informed ML for river habitat & water-quality diagnosis — HEC-RAS hydraulics built from Japanese open bathymetry (綾瀬川, Saitama), trained on public monitoring data, with SHAP explainability …

   Python 3