Maloy has more than 10 years of experience in electronic health record data mining for various quality improvement and research projects. He has published in multiple peer-reviewed journals as well as presented at national and international conferences. Maloy completed his Doctor of Medicine at Georgetown University School of Medicine followed by a residency in emergency medicine at MedStar Washington Hospital/MedStar Georgetown University Hospital where he served as a chief resident. He is board certified in emergency medicine and a fellow of the American College of Emergency Physicians.