Yes. It is possible. We tend to love those who love us. If two people are even 20% compatible and one of them loves other deeply, most possible they will end up in loving each other.
Possible exception are
- Needy person.
- Too clingy,stalker or aloof.
- Too shy or complex.
via Is it possible that a girl has feelings for a guy just because he has for her?