Has a background in mathematical and statistical sciences, with research interests in survival analysis, receiver operating characteristic (ROC) analysis, and multivariate methods. Current research focuses on feature selection techniques and time-dependent ROC for evaluating predictive performance in time-to-event data. Work involves the development and application of statistical methodologies to improve model accuracy and interpretability in complex data settings.