He is not in office. He cannot be convicted of impeachment (removal of office). Anything after he is out of office would be a bill of attainder which is clearly unconstitutional and has been adjudicated many many times.
A "bill of attainder" is a law. This is effectively a judicial proceeding. To claim that something is a judicial proceeding if someone is in office but becomes a bill of attainder when they're out of office ... okay. It's an argument; whether it's a valid argument is something a court would have to rule on.