Hey.... welcome!
I just came from Cape Town last year. Oh how I miss braais!
Actually, have ran into quite a few South Africans almost everywhere -- any of the pubs, etc.
I know there is an association for south africans in Doha as well. Might be worth cehcking that out!

Keep in touch!