Shirley Xu is a technical program manager at AWS, where she combines her passion for language and technology to build smarter localization solutions that enhance the global customer experience. With over seven years in the industry, she has led initiatives in workflow automation, localization tooling, vendor and quality management, and most recently, Large Language Model (LLM)-driven post-editing. Shirley is especially excited about the potential of LLMs to transform how global content is delivered at scale. She holds an MA in localization from the Middlebury Institute of International Studies at Monterey.