I am currently a senior data scientist at Medeloop.ai and a former postdoctoral scholar in Epidemiology at Stanford University. My research has centered around studying how institutional and system-level factors shape disparities in aging, dementia, and cardiometabolic disease, as well as the inherent data and analytic challenges of assessing structural influences across the lifecourse.

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My research leverages longitudinal surveys, administrative records, biomarkers and imaging, and electronic health data to identify population-level determinants of chronic disease progression and outcomes, integrating epidemiologic methods, causal inference, and social science frameworks.