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1. machine-learning-battery-health-bench machine-learning-battery-health-bench Public

   Predict battery failure from IoT telemetry. 11 engineered features, RF + XGBoost, Streamlit dashboard. Built from real-world experience with 2,500+ field devices.

   Python

2. nfc-ml-learner nfc-ml-learner Public

   This project is an offline edge ML learning device built for classrooms in rural Kenya and refugee camp settings. Children tap NFC tagged cards, hear the target word spoken aloud, and say it back w…

   Python

3. modbus-cli modbus-cli Public

   Like curl, but for Modbus. Read/write Modbus TCP and RTU registers from your terminal.

   Python 2 2

4. refugee-camp-smart-water-monitor refugee-camp-smart-water-monitor Public

   AI-powered IoT water pump monitoring for refugee camps and rural Kenya. Predictive maintenance, M-Pesa micropayments, technician dispatch. Flutter + TensorFlow Lite + ESP32.

   Dart

5. edge-ai-anomaly-detector edge-ai-anomaly-detector Public

   ESP32-style edge AI anomaly detector with a live web demo, Isolation Forest inference, HAL abstraction, and MQTT fallback logging.

   Python

6. fleet-monitor fleet-monitor Public

   End-to-end predictive maintenance system: IoT telemetry simulation, ML failure prediction, SQLite history, Streamlit dashboard, and Telegram alerts.

   Python