- Pain Medicine Fellowship, UPMC
- Anesthesiology Residency, UPMC
- MD, University of Pittsburgh School of Medicine
- Undergraduate, University of Michigan
Education & Training
Research, Clinical, and/or Academic Interests
Clinical Research Interests: machine learning, natural language processing, pain medicine