The biggest question to ask yourself is, why do you want to wish him Happy Birthday?

Certainly, we wish friends and family a happy birthday, so it is appropriate to do so.

If you simply want to contact him for this "reason" with the hope that he will respond, then don't do so.

It is of course your choice to do so, just keep your expectations at zero if you do.