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Edge AI power grid monitor for Mexican residential infrastructure. 3 models (voltage anomaly, energy demand, thermal risk) running on Arduino UNO Q dual-processor (STM32U585 + Qualcomm QRB2210). Real-time relay actuation, WhatsApp alerts, and web dashboard. Built for Qualcomm Sustainable Power Cities @ Talent Land 2026.
The Powiadomski project uses GSM modules for automatic SMS notification management, helping to authenticate remotely on various platforms. The project arose from the need to test Arduino UNO Q and centralize the collection of text messages and forward them to a messenger.
Classify diabetes risk in real time with a PyTorch model and see predictions on an Arduino LED matrix by entering patient measurements via the web interface.