Conrad was born in Winchester, Virginia. He was the son of Robert Young Conrad, a prominent lawyer of Winchester, and state attorney general from 1857 to 1862; his mother was Elizabeth Whiting, daughter of Burr Powell. After attending the Virginia Military Institute, Conrad proceeded in 1858 to the University of Virginia.
