I agree your degree name is not really important, it is what you actually do.
And the faculty in your department are typically a top resource for helping you understand what you can do to maximize your competitiveness for grad programs, which programs make the most sense for you, and so on. The professor you are doing research with is an obvious potential mentor, but you are not limited to just one.