Speaking in public isn't about being the centre of attention; it's about making a connection.
Instead of looking at your notes (or even worse, down at your shoes), look at the people you are talking to. It will make them feel included, and then they will genuinely want to listen to what you have to say. This can be difficult if you feel nervous, but try your best to find a smiling face in the crowd.