Advice Needed

So there is a muslim girl that I like but I am a non muslim guy, i think she also likes me but sometimes she shows interest and sometimes just ignores me. I really don't know what to do. I am affraid to ask her out, I really like her and don't want to lose her. I am totally confused. So, please help me suggest something.
Thanks:)