Doesn't sound crazy to me. The plastic may be a bit harder to work than some woods, but if solvent welded it would be very strong.
Even if it was a bit harder to build than using wood it would probably need less 'afterwork', like coating with resin, than wood.
But surely someone has done or tried it before.
Ah, Ali has posted while I wrote.