GPU ML Pipeline on AWS with Terraform
December 2025
9 min read
I built this Terraform-managed AWS ML pipeline to run GPU and CPU jobs on demand without paying for idle compute. In this post, I walk through the architecture, the key design choices, and the operational pitfalls to watch for before using this pattern in production.