During his time in college, Fernandez became a defensive stalwart for local Premier Development League squad Baltimore Bohemians. Fernandez appeared in 38 matches for the amateur side during the college offseason. During the 2013 PDL season, Fernandez earned PDL Player of the Week honors for his two goals for the Bohs during a 2–2 draw with Jersey Express S.C.
