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Ramaswamy Hariharan, Ph.D., is currently a Principal Technical Product Manager at Microsoft, where they drive the impact of Copilot AI across various business applications. Previously, they held several roles at Microsoft, including Senior Product Manager and various data scientist positions, where they advanced A/B experimentation practices and developed forecasting models for consumer behavior. Ramaswamy also worked as a Senior Applied Scientist at Amazon, focusing on recommendation systems. With a strong academic background in computer science and spatial information science from institutions like UC Irvine and the University of Maine, Ramaswamy holds multiple patents and has contributed to numerous publications in the field.