Every human being have a reason why they are shouting to thier employee. maybe the employee is the first to provoke the temper of the HR or blackmailing the HR itself thats why your HR shouting also to the employee. You cannot go to the Boss because his the Boss.
Secondly, if you are not happy with your HR, file a resignation and look for another job after 2 years ban in Qatar.