Justice Geoffrey Kiryabwire is married to a lawyer / Dr. Winifred Tarinyeba-Kiryabwire and they have three children and 1 ward. Justice Kiryabwire has three other brothers and four sisters who are also doctors engineers, lawyer and teacher. Winifred has one sister (a lawyer) and two brothers (businessmen).