I'm not going to say "don't do it, it can only end badly" because I know plenty of people who have started going out with flatmates, some of which are now engaged/married, but it's not something you can take lightly.
Just an idea - why not wait until later in the year so if it all goes tits up you don't have that many months of awkwardness left?