Born in Pittsburgh, Geffner moved to New York City at the age of sixteen to train at the Juilliard School.
Geffner's early life began in Pittsburgh before he moved to New York City at the age of sixteen to pursue musical training at a prestigious school that would later become known as the Juilliard School.