End-to-End MLOps on AWS with CI/CD, GitOps, and Kubernetes

A complete walkthrough of building a production-grade MLOps pipeline using AWS Glue, SageMaker, Terraform, and Kubernetes — with automated CI/CD and GitOps for infrastructure and frontend deployment.

May 24, 2025 · 3 min · Umberto Domenico Ciccia