This project is a machine learning powered web application that predicts the risk of credit default based on basic financial features. It is packaged in a Docker and integrated with GitHub Actions.
https://credit-risk-scoring.onrender.com
- Risk scoring using machine learning model
- RESTful API endpoints
- Docker container support
- CI/CD pipeline integration
- Python 3.9
- Flask
- scikit-learn
- Docker
- GitHub Actions
The project includes automated test and build processes with GitHub Actions. On every push and pull request:
- Dependencies are installed
- Tests are run