There is no Canadian embassy in Qatar.  The embassy that has responsibilities for Qatar is the embassy in Kuwait.  

You can find contact information for the embassy at 

http://www.canadainternational.gc.ca/kuwait-koweit/contact-contactez.aspx?lang=eng&menu_id=11&view=d

there has been talk and even an announcement of an embassy for Qatar, but it is not open yet.