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Ashwin S. is a Senior Product Analyst at Chegg Inc., where contributions include leading analytics for the search platform and driving the transformation of a new LLM platform. With prior experience as a Senior Data Analyst at Ugam, Ashwin implemented analytical solutions for America's largest rural-lifestyle retailer and analyzed customer behavior. A background in data science includes a role at the University of Washington, developing solutions for biomedical research, and a capstone project at Microsoft focused on enhancing employee experience in open-plan workspaces through ML and experimental studies. Ashwin's early career at KPMG India involved business intelligence, where optimization of ETL pipelines significantly improved reporting efficiency. Ashwin holds a Master of Science in Information Management from the University of Washington and a Bachelor of Engineering in Computer Science from PES University.