Shelby received a Master of Science degree in Nursing from Duke University in Durham, North Carolina. She worked as a registered nurse in the intensive care nursery as well as a clinical nurse in the newborn critical care unit for over seven years.

Shelby is an active member of the National Association of Neonatal Nurses, the Academy of Neonatal Nursing and the National Association of Pediatric Nurse Practitioners.