Nothing bad or unpleasant, It just sounds very foreign and hard to pronounce. When I hear it (in my head), the first thing that comes to mind is some sort of a hairy middle-aged male character in a Spanish soap opera.

Doesn't really matter for me personally, but very much does matter in a work context. People have already had trouble with calling Gitea by its proper name and just calling it 'git'.