How could people think
Edison was feminine? I was surprised to read you "say" that! I don't think you'd have to worry at all.
I actually kind of like
Edison. I don't usually go for random surnames as first names unless there's a connection (family surname, etc.), but I think
Edison has a nice sound to it.