This word is now a noun as well as an adjective. It refers
to a person whom
you meet 'randomly', or whose identity
to anybody else is unknown. It is often used to refer to people you meet at parties or on nights out, whose names
you don't know or forget, and whom
you never see again.
You can also say 'random guy', 'random girl' etc.