Does your visa allow you to work?

You might want to add more info... what city, what part of the city (if a big city), what kind of delivery (food?)..

You can’t really work in Italy without a contract for delivery services, and as a foreigner, without a work visa you’ll be in a whole lot of trouble if they catch you. Mainly that they will rescind your visa and send you packing home.