MLSysOps Hackathon: An Inspiring Adventure in AI Production Systems

🌍 An Inspiring and Hands-On Adventure for SysOps, DevOps, MLOps Enthusiasts This weekend I joined the MLSysOps Hackathon — an intense and rewarding experience for anyone passionate about SysOps, DevOps and MLOps. It was a powerful reminder of how collaboration and teamwork accelerate innovation: working side by side with talented people from all over the world at the Università della Calabria made the journey both exciting and deeply enriching. 📚 A Valuable Step for AI & ML Growth Beyond the challenge itself, this hackathon was an incredible opportunity to deepen my understanding of AI in production — from model lifecycle management to infrastructure orchestration. Experiences like this are essential for anyone who wants to master MLOps and build real-world, production-ready AI systems. ...

October 24, 2025 · 2 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