Most Helpful Girl
The title "hopeless romantic" doesn't especially add any attraction points whatsoever. Although the qualities tied to "hopeless romantic" does attract young nerdy girls, but by what you said, I'm doubting you have them.
Anyhow, you should just work on your interaction, that'll make your chances of scoring a lady higher. Say hi, be confident, be casual, etc..