Soil Swell Potential Prediction

A fully offline application to predict the swelling potential of soils.

Screenshot

Soil Swell Potential Prediction 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