EDUCATION & TRAINING
Build a custom portal with embedded Amazon SageMaker AI MLflow Apps
AWS ML Blog
About This Tutorial
In this post, you learn how to build a custom portal with embedded SageMaker AI MLflow Apps UI. You walk through the architecture pattern behind a React front end paired with a Flask reverse proxy that handles AWS Signature v4 (SigV4) authentication, deploy the entire stack through the AWS Cloud Development Kit (AWS CDK), validate the deployment, and review security considerations and cleanup procedures.