Born in Gurvanbulag soum of Bulgan Province, Mongolia, Gurragchaa studied in Ulaanbaatar to become an aerospace engineer.
He was selected as part of the eighth Intercosmos program on March 1, 1978, at time he was in the rank of Major General.