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Sheng Guo has a diverse work experience in various roles and industries. Sheng started their career at East China Normal University as a Research Assistant, where they collected data on company ownership structure and compensation. Sheng then worked as a Research Assistant Volunteer at the University of Wisconsin-Madison, conducting spatial data analysis on transportation data. Sheng also interned at Ping An Securities Company and Ningbo Panshi Investment & Management Co., Ltd. as a Client Relations Intern and Quantitative Analyst, respectively. Sheng gained experience in client support, sales analysis, and financial analysis during these internships. Sheng later joined CUNA Mutual Group as a Data Scientist and created predictive models using machine learning techniques for marketing and advertising purposes. Currently, they are working as a Lead Data Scientist at TruStage.

Sheng Guo completed a Master of Science (MS) degree in Statistics from the University of Wisconsin-Madison from 2015 to 2017. Prior to that, Sheng Guo earned a Bachelor's degree in Financial Engineering from East China Normal University, where they studied from 2011 to 2015. In addition to their formal education, Sheng Guo received multiple certifications and completed various courses, including the Certified Financial Risk Manager (FRM) from the GARP FRM Program, CFA Level III Candidate from the CFA Institute, and several courses related to machine learning and programming from institutions such as Coursera and SAS.