This app is deployed here, if you would like to try it out.
In this repo, I am:
- Developing an example end-to-end ML pipeline for loan default prediction using Kaggle data, presenting results through FastAPI endpoints, containerized with Docker, and managed in Azure Container Registry
- Leveraging Azure App Services for app deployment and monitoring
- Registered and stored Docker images on Docker Hub to ensure reproducibility and version control\
The data set comes from Loan Default Prediction Dataset on Kaggle.