Past Events¶
You can revisit content presented at past events. Sessions that come with recordings and materials are freely available to take online.
Flexible AI on EKS Roadshow¶
Flexible AI Solution: Building a Flexible AI Platform and Agentic AI Workloads on Amazon EKS 
Course Information
Format: AWS Skill Builder online course (free, open to everyone)
Language: 🇰🇷 Korean
Length: 7 sessions
Take the course on AWS Skill Builder
Learning Objectives
- Understand self-hosted AI trends — infrastructure strategies driven by data sovereignty, cost control, and customization needs
- Build a unified AI platform on EKS — run training, inference, and agents in a single cluster
- Deploy agentic AI to production — design deployment architectures for AI agents that autonomously reason, plan, and act
- Optimize cost and compute — chip selection, model quantization, Spot, storage optimization, and hybrid strategies
- Hands-on practice deploying a GenAI agent platform
Session Lineup
| # | Session | Content |
|---|---|---|
| 1 | Any model, anywhere | Building a flexible, cost-efficient AI platform on AWS and open source |
| 2 | Flex AI platform architecture | From models to agents on AWS and EKS |
| 3 | Optimizing AI serving operations on EKS | Maximizing infrastructure efficiency with vLLM, KServe, and Karpenter |
| 4 | Enterprise AI platform case study | An enterprise AI platform built with Amazon EKS, with a side of open source |
| 5 | Storage design for agentic AI | Remember, retrieve, act — storage architecture for agent workloads |
| 6 | Compute and cost optimization strategies | Compute and cost optimization with the Flexible AI solution |
| 7 | Hands-On Lab | Deploy a GenAI Agent Platform on EKS |