Hammer and Chizel
Depending on the thickness and intricacy of the wood you’re trying to cut (e.g. ribs vs. formers), may I suggested looking into something like a scroll saw or band saw. There have been discussions on versatility of these units, do a search on either scroll saw or band saw.
Hope that helps.