yes you can- and welcome!
That's the way it is normally done. oil the piece when you have finished, let it dry, dye the piece, let it dry, and apply a resist, let it dry, and apply antique. (let it dry!)
then buff and apply finish- I like neutral shoe polish for many things.
pete