If you can afford it, yes you can do this. You are allowed to live and work anywhere in the EU.

But if you also need a job to feed you, its more difficult if you do not speak the local language and have not learned something useful.

But from the residency law you absolutely can pack your bag and move to Germany tomorrow as an EU citizen.