My clinical and research interests are focused on the clinical management of difficult-to-treat depression and its correlates—including perinatal depression, perimenopausal depression, and occupational burnout—using randomized, observational, and asynchronous study designs. My current interests also lie in the integration of machine learning and digital health tools with standard clinical and research measures to improve the lives of patients struggling with major affective syndromes or symptoms.