Meet Samira, a diligent second-year student in the Mathematics Faculty at the University of Waterloo. Passionate about optimization and analytical thinking, she's navigating the complex world of course requirements while balancing her part-time job as a tutor. With a strong belief in equitable educational practices, Samira often shares her insights on academic policies, ensuring her peers understand the nuances of their academic journeys. She’s driven by a desire to help others succeed while she carves her own path toward a successful career in data science.