Vinay Rajkumar was born to actor and film producer Raghavendra and Mangala. He is the grandson of actor Rajkumar.

He has a younger brother, Guru. The actors Shiva and Puneeth are his uncles. Vinay earned a bachelor's degree in Commerce from St.