Yes, there are quite a few options available for fee reductions for students from a financially weak background. Most students are not aware of this for some reason. These are mainly given out in the form of scholarships or fee waivers and a lot of them are based on your JEE Mains rank and your family’s income.
Just ensure that you have good JEE rank because scholarships are given based on that.