Yes, especially if you put emphasis on «моя».
The ownership is of the problem, right? So "this" refers to whatever the actual problem is.
The first language I really study in which problems are feminine :o
And also radio, esta (эта), menú, taxi, mamá, papá, plan, café (although it doesn't mean the place, that's cafetería), and much more words