My primary interests are in how large-scale economic, logistical, and institutional systems can be meaningfully measured using imperfect data. I am particularly drawn to problems where commonly used quantitative summaries obscure important system behavior, distributional effects, or institutional constraints. Rather than treating data as abstract inputs to models, my work emphasizes attention to data-generating processes, definitional heterogeneity, and the limits of inferenc