Gereková competed in the 2006 and 2010 Winter Olympics for Slovakia. Her best performance was 13th as part of the 2010 Slovak relay team. Her best individual finish was 40th, in both the 2010 sprint and pursuit. She also finished 59th in the 2006 individual and 47th in the 2010 individual.