Received an internal email from my faculty, filled in an application form with top choices for courses and received a resposne within a couple of weeks about the courses that I have been selected as a TA for.

Sending email to the study advisor or professors to ask if they need a teaching assistant in some courses. If your grades are enough, it's quite easy to get this offer most time.