Floria Liu

Floria Liu is a fourth-year student majoring in Marketing with minors in Business Analytics and Communication Technology. This summer, she worked with the Ohio Department of Higher Education, where she supported data integrity and system improvement across multiple projects. A key focus involved assessing the quality of educator preparation program reporting. Using SQL and R, she diagnosed issues related to data accuracy and consistency across multiple sources. She also helped identify errors in a public-facing Tableau dashboard, contributing to improvements in the reliability of information shared with both internal stakeholders and the public.