He made 55 appearances for the Rams, scoring 20 goals. He was drafted 74th overall by D.C. United in the 2018 MLS SuperDraft,[2] but did not sign with the club. He played in USL League Two (then the PDL) during the 2018 PDL season. He made 13 appearances, scoring four goals for SIMA Aguilas.[3]
In late 2018, Rafael signed with Orlando City B of USL League One. On 4 May 2019, he made his professional debut in a 0–0 draw against Chattanooga Red Wolves.[4] On 31 May 2019, Rafael scored his first professional goal in a 2–2 draw away to FC Tucson.