For the 2018 Wharton People Analytics Conference Case Competition, participants were invited to analyze data from Global Health Corps, a leadership development organization offering competitive fellowships to support global health equity, and recommend strategies to optimize the organization’s application review process. In these presentations, the five competition finalists present their proposed solutions.