Ming Liu is a seasoned expert in machine learning and data science, currently serving as the Senior Director of Machine Learning at Marqeta since September 2023, where strategic AI initiatives are led. Previously, Ming held the position of Senior Director of Data Science at Credit Karma, focusing on AI/ML model development for personalized financial services. Ming's career includes a pivotal role as Director of Data Science at Intuit, overseeing multiple machine learning projects for Turbo Tax, and significant contributions as Head of Algo at Apple, directing algorithm development for large-scale ad systems. Additionally, Ming has extensive experience at eBay as an Engineering Manager, and earlier roles at Akiira Media System, Microsoft, and as a Research Assistant at the University of Illinois. Educational qualifications include a Ph.D. in Electrical and Computer Engineering from the University of Illinois Urbana-Champaign and degrees from the University of Science and Technology of China.
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