Is it necessary that the professor providing a LOR be from my university itself?

No, your Letter of Recommendation (LOR) does not have to come from a professor at your current university. What matters most is that the recommender knows you well and can speak specifically about your skills, character, and academic potential.

You can also ask professors from previous institutions, internship supervisors, or employers - anyone who can provide meaningful insights about your abilities.