I couldn't find it on this site, but try The Invisible Man and His Soon-to-be Wife. There are actually quite a few similarities, but this one has a supernatural element. Not sure if that suits your tastes, but that's the best one I could come up with.
A few other wholesome romance:
- Ice guy and his cool female colleague
- A sign of Affection
-......
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