How do I remove safe boot completely from my MacBook Air ?

To turn-off the Safe mode in macOS, simply restart it normally.

No extra keys need be held, for the default to occur on restart.

Good luck & happy trails! ☺︎

You don't. It is part of the OS. May I ask why you would want to? What issue are you trying to resolve by removing safe boot?