Fat people are routinely discriminated against, absolutely. However, I cannot tell you the amount of times I have been shamed or worse for being an atheist. In fact, it can be so bad, I sometimes go "into the closet" and pretend to be a practicing Jew (I am Jewish by birth) and deal with the rare anti-semitism if it occurs.