Sharma is a graduate in political science from Delhi. He has three years of theater experience in Delhi after which he pursued a two year diploma in acting from FTII, Pune. He was previously seen in a number of ads for brands like Virgin Mobile, Birla Sun Life and Fidelity Mutual Funds.