Firebase's Cloud Functions framework was used for background tasks such as push notifications and pruning usage data before analyzing for leaks.
Droplet is a mobile application that uses a suite of machine-learning technologies to conserve household water usage by
- Providing real-time usage and cost estimates w/ DropWatch Smart Meter
- Detecting leaks using machine learning
- Analyzing and generating personalized tips on how to save water
- Predicting rain with a custom LSTM model
- Monitoring rain collection w/ DropStore Smart Sensor