Do people know you are a Christian?

Consider this statement: "I didn't know she was a Christian."  I think that's not what any devoted Christ follower would want said of them.
Have you ever thought that of someone?
Do you think that has ever been said of you?
What can we do to ensure that it will never be said of us?