Pestrin is an Italian surname. Notable people with the surname include:
Manolo Pestrin (born 1978), Italian footballer Marika Pestrin (born 1987), Italian artistic gymnast Paolo Pestrin (1936–2009), Italian footballer Silvio Pestrin Farina (born 1975), Argentine businessman