MLOps2024
Iris MLOps Pipeline
Production-style CI/CD for an ML API with CML, Docker, Kubernetes, and MLflow.
Automated testing, container builds, deployment patterns, and model lifecycle thinking.
PythonKubeflowMLflowGitHub ActionsDocker
Selected builds with writeups, tradeoffs, and implementation details.
Production-style CI/CD for an ML API with CML, Docker, Kubernetes, and MLflow.
Automated testing, container builds, deployment patterns, and model lifecycle thinking.