I did exactly the same thing from SIN. Bought it at the airport then rolled it through the cabin. Luckily, I was in CW in a 747 upper cabin with the huge storage area so I could keep it there.
Came out, went through the green channel. Nobody came and stop me. But I haven't actually thought about the tax/vat problem so probably would have been in a bit of bother if stopped.