Um, you submit to publishers who publish sci-fi. There are some that take unagented & unsolicited manuscripts, some you'll have to query first.
You being a "rookie author" has nothing to do with it. Just make sure you're manuscript doesn't have "amateur writer" written all over it because that's what leads to rejection, not the fact that you're a debut author.