Education
-
Ph D, Public Policy
— UMBC (2014) Predicting Stable and Cost Effective Nursing Home Transistions
- MA, Economic Policy Analysis — UMBC (2006)
- BS, Financial Economics — UMBC (2003)
- BS, Information Systems — UMBC (2003)
Grants and Contracts
- Machine Learning Guided Clinician Well-being Metrics and Scheduling Tools Combining Electronic Health Record (EHR) Data and Surveys 2025
- RETTL: Collaborative Research: Learning Systems Thinking Using Immersive Visualization 2022
- AI-Driven Modeling of Clinician Well-Being and Workforce Optimization Using Multi-Modal EHR Data and Knowledge Graphs