irf77, There are many Toastmaster clubs in town. You can join any one of them. I recommend to join clubs with more cultural diversity; avoid clubs which are exclusive in nature.

You can hold a membership of two toastmaster clubs.

Here is the link for info:

http://www.qatartoastmasters.net/