I'm FAR from even a rank amateur, but you use different grade abrasives to polish metal, similar to sanding wood. Most of the products are called "rouge". White is the final stage (I believe!). Someone posted this link:
Polishing Introduction Eastwood also has a lot of materials:
Eastwood Polishing Materials