Hi Aman,
Welcome back to our community. 
What you describe sounds correct. You cannot change the pivot point or the centre of a game object. However, what you could do is to move the children relative to the parent position. Barry rotates around the pivot point of the root game object.
Did this help?
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- Forum User Guides : How to mark a topic as solved