Explore key insights from a keynote presentation by Capital One's SVP and Head of AI Product, Aparna Sinha, focusing on engineering generative AI platforms using Kubernetes. Learn how to scale and extend enterprise platforms for generative AI applications, drawing from Sinha's experience as an early Kubernetes contributor at Google. Gain practical knowledge about evolving existing machine learning platforms, implementing new platform layers on Kubernetes, making strategic decisions between in-house and third-party components, addressing risk and governance challenges, and fostering user community engagement. Master the essential considerations and principles for leveraging Kubernetes and open source technologies to build robust, scalable generative AI platforms in enterprise environments.