Geoffrey M. Gray, PhD earned his doctorate in Computational Chemistry from the University of South Florida. Dr. Gray currently serves as both an Assistant Professor of Anesthesiology and Critical Care Medicine at Johns Hopkins School of Medicine and Lead Data Scientist at the Center for Pediatric Data Science and Analytic Methodology at Johns Hopkins All Children’s Hospital. His previous work includes predictive analytics for naval combat management systems and digital twin and transformation technology working for Lockheed Martin. Dr. Gray’s current domains of research include artificial intelligence and data science as applied to predictive analytics and pediatric medicine.