He is of Minahasa-Russian descent. Kevin is the fourth of four children. His father's name is Sendy Taroreh and his mother's name is Irma Suryana Loebis. He is the younger brother of Pamela Chelsea Taroreh, Anastasia Gabriella Taroreh, and Jessica Lucyana Taroreh. All of them, except for his mother, are also actors.