Clear gloss polyurethane will fix scratches, and the 2 part water clear epoxy works for chips.

As mentioned above, go slow with the wet or dry paper. It will look fine once you are done.

I have heard that finish called the "bowling pin" finish because of its thickness and tendency to chip.