Even though Cape Town has a thriving Muslim population, I can't claim to know an awful lot about Islamic culture. The little that I do know about this building is that construction was started in 1919 by one Muhammad Salih, a shaykh (teacher) originally from the little town of Swellendam. You can read a little more over here.