Celeb to Binbo Taro (2008)

Taro Sato (Yusuke Kamiji) has been poor all his life. Since the death of his wife, his situation has become even more desperate as he has to raise his three kids by himself and has no real marketable skills. So when he applies for a job that he doesn't expect to get, as a chauffeur to a rich young woman, he's surprised when he does. His employer is Alice (Aya Ueto), your usual spoiled rich kid. Her father is a hotel magnate and her mother a popular actress. She's never wanted for anything her whole life and expects to get everything she wants. She and Taro have nothing in common, and, at least in the beginning, all they do is get on each other's nerves.