Night stalker is a very scary hero to play against. You must make sure that you've effectively ganked within the first two nights to transition into a late game carry. If you succeed in this then you will be able to dominate the mid game.

It is important that you control the runes and use them to gank. If you fail to do this then your team will suffer greatly for it and your effectiveness will deminish.