There are some great compounds in West Bay and if you need to get to the airport on a regular basis, I'd recommend staying in that area. What's your budget? Al Jazi West Bay (Brilliant facilities) is a great compound, but you're going to be paying 20k+, there are also a few smaller compounds around at 18k. If you don't want to spend that there are some good options in Duhail and Gharaffa.
There are some great compounds in West Bay and if you need to get to the airport on a regular basis, I'd recommend staying in that area. What's your budget? Al Jazi West Bay (Brilliant facilities) is a great compound, but you're going to be paying 20k+, there are also a few smaller compounds around at 18k. If you don't want to spend that there are some good options in Duhail and Gharaffa.