Qian Liu

Qian Liu is a fintech operator and data scientist who helped build the robo investing movement from the inside. A computer scientist by training - PhD in machine learning from Penn, BS from Tsinghua - she was an early member of the Wealthfront founding team and its Director of Research, then Head of Data at GoFundMe, then Chief Data Officer at Guideline, the small-business 401(k) platform. When Gusto acquired Guideline, she moved into a leadership role at Gusto, where the brokerage entity sits inside its HR, payroll and benefits platform serving small and medium businesses. In 2024 she co-authored 'The Little Book of Robo Investing' with Elizabeth MacBride, turning a decade of building automated investing products into a plain-spoken guide for ordinary savers.