Geronimo Goeloe (born 18 November 1981) is a sprinter, specializing in the 100 and 200 metres.

He competed for the Netherlands Antilles until the dissolution of that country and now represents Aruba.

Goeloe finished sixth in 4×100 metres relay at the 2005 World Championships, together with teammates Charlton Rafaela, Jairo Duzant and Churandy Martina.

On the individual level he won a bronze medal at the 2005 South American Championships.

Goeloe is also a three times MVP of the LAI 2004-2005-2006 (Liga Inter Universitaria held in Puerto Rico).