Frederick Umminger is an accomplished software engineer with extensive experience in audio technology and game development. Currently serving as a Principal Software Engineer at Roblox since May 2018, Frederick has implemented audio machine learning models in C++ using ONNX and established a 13-person audio-video team as an Engineering Manager. Frederick is also the founder of Nebula Coding LLC, focusing on R&D in generative AI for music and film. Prior roles include co-founding VRVIU Inc., where new video streaming technology for 360-degree VR was developed, and holding various positions at Sony Computer Entertainment America, leading teams on technologies for PlayStation VR. Frederick's career began at Digidesign, contributing significantly to plug-in development and architecture for Pro Tools. Educational credentials include a B.A. in Mathematics from Harvard University and studies at the University of California, Berkeley.
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