You're definitely not "too late" to make the switch, as long as you're ok with staying in school a few more years. I would say definitely jump over to CS, get to know some professors and their research interests. College can be invaluable for making those connections and experiencing cutting-edge research. source: I'm currently a cs undergrad doing some awesome machine learning research :)