Shapiro was born in Los Angeles, California. His family is Jewish, having emigrated from Russia and Lithuania. Shapiro developed talents in both violin and piano at a young age,[6] notably having performed at the Israel Bonds Banquet in 1996 at twelve years of age.[7] Shapiro's parents both worked in Hollywood.