My research aims to advance biomedical discovery and clinical evidence generation through innovative statistical methodology. I develop methods for integrating distributed and heterogeneous healthcare data, harmonizing and integrating multi-site, multi-modal neuroimaging data, and improving the reliability of evidence from real-world data. Through interdisciplinary collaborations in psychiatry, neurology, pediatrics, and infectious diseases, my work seeks to bridge statistical innovation and biomedical research to generate reliable, reproducible evidence that informs clinical practice and improves human health.