Applied data science projects
Analysis built around consequential questions.
Selected work in healthcare, transportation, and public-sector analytics, with an emphasis on reproducible methods and honest evaluation.
Survey-Weighted Health Analytics
Chronic Kidney Disease in U.S. Adults
An interpretable NHANES study of factors associated with one-time laboratory evidence consistent with chronic kidney disease in U.S. adults.
Healthcare Analytics
Survival Classification in Patients
An admission-time logistic-regression study that corrects data leakage and evaluates survival classification on held-out patients.
Public-Sector Analytics
SANDAG Data Science Experience
Employment, mobility, GIS, and open-data products built to support regional planning across San Diego County.
Predictive Modeling
Prostate Capsular Involvement Prediction
A reproducible logistic-regression study of prostatic capsule penetration, comparing a 2018 benchmark with prespecified modern models.