Cannot believe it (head slap moment)
So Derek Jacobi played Professor Yana in the Season 3, Episode 11 episode, Utopia (2007) and it was a massive reveal that he was in fact The Master, when all along he was The Master in this one off Doctor Who Episeries.
Wow I did not know and now it seems like an OMG moment that he was The Master all that time. :)