Melissa completed her medical education at the State University of New York Health Science Center at Brooklyn where she graduated summa cum laude in 2000. From here she completed residency and chief residency in pediatrics at the Mount Sinai School of Medicine in New York, and her pediatric emergency medicine fellowship at Yale University in New Haven, CT.