Beiming Liu is a Staff AI Researcher at Aledade, Inc. since May 2023, focusing on medication adherence forecasting and risk suggestion, while also serving as co-lead for the APIDA ERG 2024. Previously, Beiming worked at Confluent from December 2021 to March 2023 as Lead Data Scientist, providing pre-sales customer insights, and as a Senior Data Scientist, developing cloud consumption forecasts. At Crunchbase, from August 2018 to December 2021, Beiming led data science efforts in recommendation and personalization, and worked as a Data Scientist II to design and implement machine learning models. Beiming began a career at Tally Inc. as a Data Scientist in a Master's internship program, focusing on credit risk modeling and transaction classification. Academic qualifications include a Master of Science in Analytics/Data Science from the University of San Francisco and dual Master's and Bachelor's degrees in Mathematics and Finance from Imperial College London.
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