There's no real fixed meaning to computer scientist, so you can call yourself one if you like. I considered myself one when I was doing computer science research for my PhD, but I don't consider myself one now that I'm working as a software engineer.

I think it's fair to call yourself a computer scientist if you do computer science. If I walk dogs I'm a dog walker right?