1. Resident in Dental Anesthesiology (2017), School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
2. Consultant, Center for Dental Informatics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
3. Resident in Dental Anesthesiology (2019), School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
4. Associate Professor, Department of Dental Anesthesiology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania