How about using a piece of glass instead of the cardboard. You can then do away with the initial layers of tape and stick the final tape layer onto the glass.
Also, try using frisket film instead of masking tape. If you get low tack film it'll peel off easier.
Thanks for the advice Fred, I'll have to try that next time.