Thanks Vivek (Founder) for connecting over linked in answering this. Just putting found workaround here for benefit of others. It does not give option to select mike/camera. Anyway Camera does not have any role in the exam.
As long as choosing mike is concerned, I just update system sound settings with mike I wanted to use and then start the exam. It uses that mike. So my problem got solved