10 Powerful Reasons “easy-mlops” Makes Production ML Ridiculously Simple

easy-mlops is a lightweight, opinionated framework that automates data prep, training, deployment, and monitoring with a CLI and distributed runtime.

October 23, 2025 · 7 min · Umberto Domenico Ciccia

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