Research
My work is in computational epidemiology, aging, and single-cell genomics. I mainly use large clinical and molecular datasets to study disease risk, frailty, and immune cell states.
Birth order and disease risk across the human phenome
University of Chicago · computational epidemiology
I study how birth order relates to disease risk across the phenome using large US claims data. The analysis combines matched between-family comparisons with within-family sibling models to separate real signal from family structure and ascertainment.
PreprintWearable accelerometry and frailty in older adults
University of Chicago · aging, passive sensing, and clinical prediction
This project tests whether accelerometry improves frailty classification in FACE, NSHAP, and NHATS. The question is simple: when wearables add useful information, and when ordinary clinical variables already do most of the work.
PreprintHuman skin immune cell atlas
MIT Biological Engineering · single-cell immunology
I am helping build an integrated skin immune atlas across public single-cell datasets. The focus is on disease-aware integration, annotation, and validation strong enough to support manuscript claims.