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Sumit Balani is a seasoned software engineering professional with extensive experience at Amazon since January 2017, currently serving as a Senior Software Engineering Manager. Sumit leads teams responsible for large-scale distributed systems that enhance search experiences, having previously held roles as a Software Engineering Manager and Software Development Engineer focused on optimizing search ranking through advanced data integration and deep learning techniques. Additionally, Sumit is an Angel Investor and Advisor at LyveCom, contributing to the transformation of eCommerce via live video. Prior experience includes designing a comprehensive health monitoring system at Amazon Web Services and optimizing reputation scoring algorithms at Reputation.com, significantly reducing computational costs. Sumit completed a Bachelor's degree in Software Engineering from the University of Waterloo.