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Tim Shoaf is a Senior Engineering Manager at Roblox since March 2020, where the focus is on establishing a culture of MLOps and driving global adoption of machine learning platforms. Previously, Tim served as Head of Data Science/ML at FLYR, leading the development of essential data warehouse products and ETL and ML platforms for airline revenue management. Tim also held positions as Director of Engineering at Obsess, focusing on AR/VR mobile shopping platforms, and as Lead Software Engineer at Ars Quanta, where scalable solutions for various industries were developed. Earlier roles include Software Development Engineer at Amazon, where a patented Kindle Ad Optimization engine was created, and Lead Software Engineer at Angular Health, implementing machine learning in radiology diagnostics. Tim began a career in software engineering at Oregon State University and Hewlett-Packard, culminating in a Bachelor of Science in Electrical Engineering and Computer Science from Oregon State University.