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Ruixue S. has work experience in various roles and companies. In 2022, they worked as a Financial BI Analyst at Rightpoint. In 2021, they served as a Digital Marketing Intern at VanEck, where they modified Power BI dashboards, performed marketing data research, and provided recommendations on video length and content marketing. They also worked as a Teaching Assistant and Tutor at Simon Business School, University of Rochester in 2021. In 2020, they were a Research Assistant at Lehigh University, conducting research on the sharing economy. In 2019, they worked as an Accounting Assistant at Chicago Youth Symphony Orchestras, managing tuition account receivable payment plans and reviewing financial reports. They had a summer internship at Sentury Tire USA, Inc. in 2018 and worked as an Audit Intern at ShineWing in 2017. They also have experience in the University Dining and Culinary Services and the University of Wisconsin School of Veterinary Medicine.

Ruixue S. completed a Master of Science degree in Business Analytics at the University of Rochester - Simon Business School from 2020 to 2021. Prior to that, they obtained a Bachelor's degree in Economics from the University of Wisconsin-Madison, graduating from 2015 to 2018. Ruixue also attended Maximo Nivel for a UW Spanish Language program in Costa Rica, but the start and end years are not provided. In high school, they completed the AP Curriculum at Jinan Foreign Language School International Center from 2012 to 2015.

In addition to their formal education, Ruixue S. has obtained various certifications. These include SQL for Data Science from Coursera in December 2020, Advanced Google Analytics from Google Digital Academy (Skillshop) in November 2020, Getting Started With Google Analytics 360 from Google Digital Academy (Skillshop) in November 2020, Google Analytics for Beginners from Google Digital Academy (Skillshop) in November 2020, Google Analytics for Power Users from Google Digital Academy (Skillshop) in November 2020, Google Tag Manager Fundamentals from Google Digital Academy (Skillshop) in November 2020, and the KPMG Data Analytics Virtual Internship from Forage in June 2020.