There is no account of any mughals being "GhANDHI". Gandhi was a bania, and these mughals cooked up story to fool both Hindus and Muslims in India by using a fake gandhi surname.
It was Nehru Ghazi Khan ( They chanced z with ndh to produce their illegitimate offsprings.