OP, how else are you supposed to learn her interests? It’s no different than reverse searching her license plate, triangulating her socials, befriending her mutuals so you start showing up in her algorithm, then casually switching gyms and coffee shops until she recognizes you (this is key) and you’ve got enough intel to organically hit her with a charming anecdote about her favorite band that you happen to have two tickets for.