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Soomin Lee is a Senior Applied Scientist at Amazon, where they apply their extensive background in algorithm development and optimization. Previously, Soomin held research positions at institutions such as the University of Illinois at Urbana-Champaign, Georgia Institute of Technology, and Yahoo, focusing on decentralized systems and machine learning applications. They earned a Ph.D. in Electrical and Computer Engineering from the University of Illinois at Urbana-Champaign, where significant achievements included developing a decentralized support vector machine and innovative optimization methods. Throughout their career, Soomin has contributed to multiple projects aimed at improving communication efficiency and predictive analytics in various domains.