you can fall in love, yes, but it won't be a very happy or lasting one, i hate to tell you.
this other person doesn't share the feelings that you have for them, therefore it is best to move on. im telling you this because everyone deserves a chance, and so you deserve more than that. you should look for someone who feels the exact same way about you. don't rush into anything.