As a health services researcher, he seeks to leverage insights from large data sources and translate the findings into interventions that improve health care quality and value. His early career focus is the safety of opioid prescribing. He completed a Fellowship in General Medicine and Primary Care at the Department of Population Medicine and residency in General Internal Medicine at Johns Hopkins Bayview Medical Center.