Why don't you try to use a cardboard tube for the mould. Cut the tube to the correct length, maybe use a wooden plug in the bottom and puor the led in. You can also use an eye bolt placed in the top of the tube instead of machining a hole.
The melting temp of the led is low enough that I would bet that the cardboard will not combust.