On April 14, 2023, 16 University of Alabama at Birmingham students took the stage at the Alumni Auditorium in the Hill Student Center for the second annual Magic City Data Collective (MCDC) Demo Day. During the event, UAB students mentored by ThinkData presented data analysis projects built from real education data to an audience that included faculty members, students, community partners, and entrepreneurs from across the city.