Ok, case closed. It's a Hunstman spider. Particularly, a Tropical Huntsman spider. It's venom is not harmfull to humans even though they may look big and scary. Someone from that website just emailed me about it, Rainfrog.
Here's a link if anyone was also interested.
Huntsman spider - Wikipedia, the free encyclopedia
Thanks for the help,
Frankie