David is interested in understanding how data from patients' digital devices can predict clinically meaningful behaviors such as suicidal ideation, changes in mood, and side effects from psychiatric treatments. By exploring ways to integrate patients’ ‘digital phenotype’ into clinical practice, David hopes to make mental healthcare more preventative and less reactive.