To start, I sanded the whole thing lightly with 320 grit sandpaper.

Then, I cleaned it thoroughly with a wet washcloth.  Then, I taped the insides of the drawers to protect them from paint overspray.  For more info on how to do this check out: The Easiest Way to Spray Paint Drawers