Thoreau & Water2Cloud
ML & ioT for environmental monitoring
Thoreau is a ML+ioT project that aims to monitor and predict environmental indicators of soil and water. I used machine learning (tree-based models, neural networks, active learning) for water quality (BOD, COD) prediction, and set up the LoRa system (embedded, wireless, backend) for soil sensing.