Building cupboards and shelves in an alcove - any tips please?

I want to try to build a small cupboard and shelves in the alcove next to a chimney brest. I'm new to DIY, but want to attempt it myself. It would need to support a flat screen TV, books, ornaments...nothing too heavy. Any tips would be great. What sort of wood is best? thanks