Dumbadze attended the Kutaisi classical gymnasium, after which he entered the Junker Infantry School in Tiflis on .
In 1887 Dumbadze was assigned to the 3rd Caucasus Native Druzhina, in which he was also appointed the chairman of the court-martial of that regiment.