This is one way to say that you don't like something very much. For example:
I'm not really a fan of eating out all the time.
You can use it to talk about something that you dislike a little bit, or you can say this about something that you really dislike strongly. In the second case, this would be an example of understatement.
This expression has gained popularity in the last 15 years or so.