DataFest Competition

Participated in a national competition to analyze CourseKata’s student engagement data. Our team’s insights on textbook engagement trends earned awards for teamwork and visualization.

Movement Science Project

Collaborated with GVSU’s Movement Science Department to assess the impact of a fitness class on student academic success. Findings were presented at Student Scholars Day.

Housing Market Analysis

Independently analyzed U.S. Census data to explore housing and rent trends across demographics, recognized as the top project in my Statistical Computing class.

Job Market Analysis

Ongoing project analyzing job market trends for data analyst roles, focusing on skill demand and regional patterns.