I did mine on a router table - made a template from MDF first, got that nicely shaped and sanded, then used a round over bit with a bearing to follow the MDF pattern onto the plastic.
I found that slow speed worked best, to stop the scratch plate snapping on the sharper corners.
If you have to drill holes, a proper counter sink bit, on slow speed in your drill, may be useful to stop snapping.