I say you could get a three bed room apartment (if not near the center) or a small villa.
Just saw a 2 bedroom villa in a compound for 9.5k I forgot the address though. Looked very nice. I'll try to get the contact details.

The haven gives sound advice :) Placing an advert can really help.
My advice if you call a real estate company is to ask them for the landlords number to speak to him. Then tell him you'll rent direct :P Saves a bit.
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