Angelo Brunetti was born on 27 September 1800 into a working-class family in the Campo Marzio district of Rome. His parents were Lorenzo Brunetti, a farrier, and Cecilia Fiorini. After receiving a simple education, Brunetti started working as a cart driver, transporting wine from the Roman Castles to the city.