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This project identifies Carnatic ragas from audio recordings using a convolutional neural network trained on mel-spectrograms...
This project predicts bus arrival times at stops from historical GPS traces using a gradient-boosting model trained on months...
This project forecasts solar irradiance (GHI) up to 48 hours ahead from weather variables using a sequence-to-sequence LSTM t...
This project builds a temperature-controlled soldering station from scratch: a soldering iron element under closed-loop contr...
This project builds a bench-top Automatic Transfer Switch (ATS) trainer that demonstrates how buildings switch between mains...
This project builds a GPS + LoRa tracking collar for cattle that reports each animal's position over kilometer ranges where W...
This project builds an IoT monitor mounted on a manhole cover that watches two hazards: cover displacement or opening (theft,...
This project builds a complete visitor management system: an ESP32-based kiosk terminal at the gate (touchscreen, QR scanner,...
This project builds a complete web application for college clubs to manage volunteering: volunteers log hours against activit...
