Tiwari was born in Madhya Pradesh to B. D. Tiwari. He has a brother and a sister. He graduated from the Indian Institute of Technology Bombay in 1996 with a Bachelor's degree in Metallurgy and Material Science engineering. Tiwari worked as a creative director at Leo Burnett before he entered Bollywood. Tiwari’s early childhood was spent in a small town in MP called Ganj Basoda. He studied in Bharat Mata Convent School until class 8th. He also did a small play in his school cultural event titled “Tapori-Mughal-e-Azam”