Abstract: In this talk, I will provide an overview of research projects that leverage data-driven approaches to improve real-world decision-making. I will also share key insights into the essential elements of successful practice-focused research. Specifically, I will discuss two projects: one aimed at optimizing blood collection operations for the American Red Cross and another focused on the equitable allocation of limited hepatitis C treatments in prison populations.