I'd expect an
Eileen to be a very elderly lady - like my centenarian great-aunt
Eileen - and struggle to imagine it on anyone under 70 here, like all the -een names. The sound is okay, but I prefer
Irene, which has a bit more historical solidity.
Silly fact: there were 7 women in the UK records named
Eileen Dover.