I develop statistical and machine-learning frameworks to analyze multi-omics, single-cell, clinical and population datasets, uncover biomarkers, and build risk models in oncology, cardiometabolic disease and environmental health, enabling data-driven prognosis, patient stratification and therapy evaluation.