Doing this by hand will be difficult at best. Hand-sanding might not get you an acceptable, uniform finish.

A soft stainless wire wheel, driven by a 1500 RPM drill might work OK. Practice makes perfect on a project like this. Try it out on your neighbors' '67 Olds bumper down the street first. 'Til you get the hang of it.