Research
End-to-end data projects with reproducible pipelines and interactive dashboards. Each one ships with source code, data sources, and a TL;DR you can read in one breath.
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Cervical cancer gets ~9× more clinical-trial activity per death than pancreatic. Mortality predicts research (r = 0.67); survival rate doesn't (r = 0.06).
Black–White mortality gaps persist across all 10 cancer sites; uninsured patients see ~22pp lower treatment receipt; race remains significant even after income controls.
Six classifiers tuned with Optuna predict 5-year survival; a parallel Cox PH / KM track models time-to-event; a fairness audit flags any subgroup where AUC drops past threshold.
