Before transferring to Cornell, Patel spent two seasons at Virginia Military Institute (VMI). In his sophomore season, he averaged 10.2 points, 3.6 rebounds, 1.2 assists and 0.9 steals while shooting 42 percent from the floor and 35 percent from 3-point range in 29 contests, 12 of which he started. Before attending VMI, he spent one postgraduate season at Hargrave Military Academy.