01 / Cloud & delivery
StrawHats MLOps
From a containerized model to an AWS EKS deployment.
I contributed deployment and integration work on a three-person course team: ECR images, CloudFormation, Kubernetes readiness, and release checks.
- My role
- Deployment & integration contributor
- Stack
- AWS EKS / Docker / GitHub Actions / Grafana
Engineering notes
Verified scaling, rollback, and inference in a temporary AWS stack, then removed that stack. The public demo runs browser predictions and Kubernetes configuration previews; it does not operate a live cluster.



