Ed has been at NVIDIA since 2021, working first on the Omniverse platform and currently as an engineer on the High-Fidelity Physics team. Before joining NVIDIA he worked in film visual effects at Industrial Light & Magic. He earned a PhD in computer science at Stanford University, advised by Ron Fedkiw. He’s interested in physically-based simulation, animation, computer vision, and machine learning for visual effects and real-time graphics.