My goal is to advance options for personalized treatment of complex medical disorders via application of machine learning and data science. Currently, my primary research focuses on application of machine learning to predict prognostic outcomes in cardiovascular diseases using electronic medical records and ECGs at population scale. In the past, I have developed methods to identify specific symptom clusters and treatment responses in psychiatric disorders such as Schizophrenia and OCD.