As I mentioned in the other thread, you could just dive straight in with some T-Cut.
But I'm not sure (a) how thin the finish is (danger of rub-throughs) and (b) whether it'll turn out to be perfectly smooth if you polish it.
I agree with the guys, personally I'd leave it matt - then change the hardware to nickel to make it look less "furniture", more like a workhorse.