KSUG.AI SYD FlexAI: Architecting AI Platform with Kubernetes @AWS - 18 Mar 2026

This hands-on workshop teaches participants how to deploy and scale AI applications using Amazon EKS, covering automated Kubernetes cluster management, hybrid infrastructure setup, and enterprise-grade observability. Attendees will gain practical experience with GPU workloads, model serving using vLLM, distributed inference with Ray, and monitoring tools like Prometheus and Grafana through labs led by AWS experts. The workshop is designed for both those deploying their first language model and those scaling existing generative AI workloads on Kubernetes infrastructure.