Renaud Gaubert has been working since 2017 at NVIDIA on making GPU applications easier to deploy and manage in data centers. He focuses on supporting GPU-accelerated machine learning frameworks in container orchestration systems such as Kubernetes, Docker swarm, and Nomad. He is an active member of the Kubernetes community (Resource Management workgroup, ...) and helps pushing forward GPU integration in the Container and Orchestration ecosystem. He holds an M.S. in computer science from the French engineering school EPITA and an MBA from the Paris School of Economic Warfare.