 Yeghiayan was born in Addis Ababa, Ethiopia to a wealthy Armenian family originally from the Ottoman Empire.His father Boghos, a native of Isparta, was an orphaned survivor of the World War I-era massacres and deportations of the Armenian Genocide.In Ethiopia, Boghos had worked his way up at an international trading firm.