Senegal Premier League
Gueye began his professional career in his native Senegal, playing for his hometown team Casa Sport in the Senegal Premier League, before moving to Nigeria in 2006 to playing with Dolphins in the Nigerian Premier League. He helped Dolphins win the Nigerian FA Cup in 2006 and 2007, and played in the CAF Confederation Cup in 2007 and 2008.