go to souq, but i advise you to go with someone who is knowledgeable enough about these stuff as you can be cheated.

try going through Q.L.

i saw an ongoing promotion at Ansar Galary & Doha City. it says 20%-50% off & they too have furniture for sale

all the best!! :)