Soil Swell Potential Prediction
A fully offline application to predict the swelling potential of soils.
Screenshot

Tech Stack
ReactNative
Expo
ONNX
Project Details
Built an intuitive user interface using React Native and Expo, incorporating AsyncStorage, FileSystem, and Sharing for efficient data storage and management
Integrated and deployed optimized machine learning models (ONNX) using onnxruntime-react-native, enabling real-time, offline predictions directly on mobile devices
Awarded a $6,000 scholarship through the UOW EIS Summer Scholarship Program in recognition of contributions to this innovative project
Note: Due to the proprietary nature of the project, the codebase is not publicly available