She received her medical degree from Jawaharlal Institute of Post-Graduate Medicine and Research in India and her residency training in internal medicine from Albert Einstein College of Medicine, Jacobi Medical Center, in New York. Dr. Goraya completed her fellowship in pulmonary and critical care medicine at Albert Einstein College of Medicine, Montefiore Medical Center in New York. She was a graduate research fellow at Brigham and Women's Hospital in Massachusetts as well.