Gayathri Shivaraj is a seasoned program manager with over 14 years of experience in machine learning and supply chain product design and delivery. Currently serving as a Senior Program Manager at Amazon in Seattle, WA, she has significantly reduced MT quality errors by ~35% through the launch of advanced deep learning models for NLP offerings, aiming to make Seller platforms language-agnostic. Previously, Gayathri held the role of a Senior TPM (Solution Architect) at E2Open in Bellevue, WA, where she managed the solution lifecycle from requirements to testing and led customer engagement efforts. Her technical expertise encompasses a broad range of programming languages, including JAVA, C, and PL/SQL, and she is proficient in multiple scripting languages like JavaScript and XML. Gayathri holds a M.S. in Electrical and Computer Engineering from Old Dominion University and a B.E in Electronics & Communication Engineering from Osmania University, Hyderabad, India.