Keeravani was born into a Telugu family in Kovvur, West Godavari district, Andhra Pradesh to Koduri Siva Shakti Dutta. He has a brother who is also a music director and singer, Kalyani Malik. He is the cousin of director S. S. Rajamouli and music director, singer M. M. Srilekha.