How to write a simple markdown (syntax) highlighter from scratch with javascript?

I want to create a simple and fast markdown highlighter with javascript.

Input:

This is a **test bold** and __italic__ markdown. 

Output (HTML):

This is a <b>**test bold**</b> and <i>__italic__</i> markdown.