I'm a noob too and also recently started a short commute. I got a hybrid to leave the option open for riding on light trails with my family. I purchased a specialized crosstrail and would recomend it. I'm not skinny either and the bike is built very solid. Just wanted to throw out this suggestion.

BTW- actual Bill Nye posting above? Awesome, Nye For President!