Markdown is a simple way to write web content without having to use code. It's syntactic sugar for writing, but it doesn't create HTML pages. Something else handles that, and that something is Redcarpet.
Redcarpet takes Markdown syntax, like #, and translates it into HTML, which would be <h1>. This, of course, is an elementary explanation, but you get the gist.