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Qian Liu is an experienced Chief Data Officer at Guideline, where they oversee various functions within the company. Prior to this role, Qian worked as the Head of Data at GoFundMe and as the Director of Research at Wealthfront, where they played key roles in the growth and development of the companies. With a background in computer science and a PhD focused on machine learning and bioinformatics, Qian has a strong foundation in research and analytics.