Dragoti was born in New York City to Albanian parents, both having emigrated in the 1920s from the district of Tepelenë, in Southern Albania.
Dragoti's birthplace and family background were shaped by his Albanian heritage, specifically his parents' migration from the Tepelenë district in southern Albania during the 1920s.