Parrinello is an Italian surname. Notable people with the surname include:
Antonino Parrinello (born 1988), Italian cyclist Michele Parrinello (born 1945), Italian physicist Rich Parrinello (born 1950), American football coach Tom Parrinello (born 1989), English footballer Vittorio Parrinello (born 1983), Italian boxer
See also Car–Parrinello molecular dynamics