Advice: London to Geneva charity cycle

Hi all,

Me and a friend set off tomorrow on a charity ride to Geneva from London. Our original plan was to finish in Geneva. We have since become brave and decided really it should finish with a mountain climb.

Would anyone be able to recommend fun/ beautiful/ doable climbs near Geneva?

Really appreciate any help on this!

what about finishing on the Col de Joux Plane?