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Frank Fan & Faisal Masood - AWS


  • Frank Fan

  • Faisal Masood

Architecting Production-Ready AI Agents with Open Source on Kubernetes

Abstract

This session introduces a framework for deploying production-grade AI agents on Kubernetes, addressing critical challenges in security, scalability, and performance optimization. Learn proven patterns for comprehensive observability, efficient inference management, and systematic evaluation methodologies. Through demonstrations on Amazon EKS, we'll showcase how this open-source framework tackles real-world use cases, enabling you to confidently deploy AI agents in production environments. Perfect for architects and engineers looking to bridge the gap between AI prototypes and production-ready systems.

Speaker Bios

  • Frank Fan is a senior container solution architect at AWS.

    As a passionate advocate for application modernization, Frank specializes in containerization and overseeing large-scale migration and modernization initiatives. Frank is a frequent speaker at prominent tech events including AWS reInvent, AWS Summit and Kubernetes Community Day. His presentations are available on YouTube channel GetToCloud. Find Frank on LinkedIn.

  • Faisal Masood is a Container Specialist at AWS where he assists customers in evolutionary architectures, containers, software development, ML lifecycle, CD and IaC.

    Faisal has over two decades of experience in software architecture and development. Faisal has completed his engineering studies at NED University and has completed continuing education courses at MIT Sloan and the University of New Mexico. Faisal published three books on MLOps and Kubernetes, built multiple Cloud and Kubernetes courses at 10perals university and has spoken at local and international conference: * Everything Open Conference * Intel AI conference * AWS Singapore PS Day * APJC Tech Summit * Future of Data and AI