Robinson grew up in the Washington metropolitan area, and played for Bethesda SC in Maryland, before signing on with D.C. United's academy. After two years of playing for the academy, Robinson opted to forgo a professional contract and signed a scholarship to play college soccer at Wake Forest University. Robinson was a two-year starter for the Wake Forest Demon Deacons men's soccer program, where he earned the All-ACC Second Team in 2013.
