Don’t pardoned people by definition need to have been convicted of a crime whether real or in some select instances otherwise? Can you pardon someone not convicted of a (federal) crime?

Preemptive pardons have been used in recent history.

https://www.criminallawlibraryblog.com/amp/preemptive-pardon...

Yes, the last president pardoned himself and his family on his way out.