Yes, you can join IIT after BSc, but if you’re already doing BSc in any science field then in the final year or 3rd year of your BSc you can give IIT-JAM entrance Exam. If you are lucky enough to clear that then you can pursue your MSc in reputed IIT Colleges. If you are willing to pursue engineering then you’ll have to crack JEE entrance.