AWS

Hands-on Workshop: Master Production-Scale Generative AI Deployment on Amazon EKS | Jan 30, 2026

20/F, Tower 535, Causeway Bay, Hong Kong

Event Date/Time:

AWS Developer Hands-on Workshop - Master Production-Scale Generative AI Deployment on Amazon EKS (Level:400)

Take your Generative AI expertise from prototype to production in this exclusive, hands-on workshop designed for experienced developers, data scientists, and ML engineers. Join AWS specialists for a 3.5-hour deep dive into building, deploying, and scaling production-ready Generative AI workloads on Amazon EKS.

As organizations move beyond experimentation, Kubernetes has become the foundation for enterprise-scale AI deployments—delivering flexibility, performance, and cost efficiency for demanding inference workloads. This advanced workshop will guide you through real-world architectures and best practices to help you confidently operate GenAI infrastructure at scale.


Register now with your business email domain - limited seats available, grab the chance to sign up for the precious opportunity to participate in this advanced technical workshop!

What you’ll learn:

  • Proven strategies for production-grade GenAI deployments on Kubernetes
  • End-to-end inference on Amazon EKS
  • Advanced AI architecture patterns for scaling on EKS
  • How to build data-backed LLM applications using open-source frameworks
  • How to leverage Amazon EKS along with AWS services and open-source tools to create robust LLM solutions.

This is a Level 400 workshop for professionals with foundational knowledge of LLM frameworks (e.g., vLLM, Ray) and a fundamental understanding of Kubernetes is recommended.

*Sessions will be conducted in English , please bring your laptop & charger for the hands-on workshop

Speaker: Shawn Zhang - Specialist Solutions Architect, Cloud Native, AWS

Target audience:
Advanced hands-on workshop content for Machine Learning Scientists/Engineers, Data Scientists/Engineers, Prompt Engineers, Developers, and technical Founders.

Agenda

1:30 PM - 2:00 PM: Registration 

2:00 PM - 5:30 PM: Hands-on workshop with content covering: 

  • Introduction to Inference on Amazon EKS building blocks
  • Workshop environment setup
  • Self-paced hands-on workshop
  • Q&A

If you have any questions about the workshop, please email us at aws-hk@amazon.com 

Engage & Earn: Gain hands-on experience and received USD25 AWS credits at the workshop! Exclusive AWS souvenirs will be distributed to attendees that complete the workshop. 


Registration T&C

  • Please register for this event using your business email domain.
  • Due to limited event space, applications will be vetted, and a confirmation email will be sent to accepted registrants upon receiving your registration.
  • By registering, you agree to the AWS Event Terms and Conditions and the AWS Community Codes of Conduct.