I am a postdoctoral research scientist in the Department of Psychiatry at Columbia University working with Dr. Randy Auerbach and Dr. David Pagliaccio. My work aims to understand risk and protective factors for depression and suicide in adolescents, with a focus on intensive longitudinal methods examining and predicting changes in affect or behavior over time. My current research uses digital tools, including ecological momentary assessment, passive smartphone sensing, and social media data logs, to identify areas for timely and adaptive intervention. An additional line of my research uses neuroimaging to understand mechanisms of depression symptom change. Broadly, my research seeks to identify methods and mechanisms for scalable and accessible prevention and treatment programs in service of adolescent mental health.

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