You don't have to have a full-on conversation at first, but just start making contact. Every time you see him, say hello, and introduce yourself if necessary.
[header] How to get a guy to notice you at work [title] Start saying hello. [step] Sometimes the best way to get someone to notice you is to make them. Try going up and talking to him and making your interest obvious.