Dye graduated with a B.S. in Chemistry from the United States Naval Academy in 2005 with Merit. In 2009, she received her M.D. from the Uniformed Services University of Health Sciences and was inducted into the Alpha Omega Alpha Medical Honor Society. Internal Medicine residency and Cardiology fellowship were completed at Walter Reed National Military Medical Center. Her noteworthy awards included: Junior Officer of the Year, the American College of Physicians Resident Teacher of the Year and the Col. Cuneo Award for Excellence. After fellowship Dr. Dye served as the senior cardiovascular specialist at Naval Medical Center Camp Lejeune and was the 5 time recipient of the Navy Bureau of Medicine Best of the Best award for specialists. In 2021 Dye pursued a Clinical Cardiac Electrophysiology Fellowship at Rush University Medical Center. After graduation she was appointed Director of the EP lab and Assistant Program Director for Cardiology at Naval Medical Center San Diego.