Data Visualization:
Global Surgery Lab + Médecins Sans Frontières (MSF)

Analyzed and visualized surgical data, developing maps that highlight global representation and inequities in surgical training + delivery for academic and policy-focused outputs currently under review (e.g., sustainability of surgical care in conflict settings, reviews of pediatric surgery training worldwide, and mapping residency programs in parts of Sub-Saharan Africa).