You can definitely try and apply for it. IIIT Delhi is also feasible for you or you could also go for NSIT Delhi / DTU / IIIT Delhi. You might end up with ECE or IT at NSIT Delhi, Software or IT at DTU, ECE or CSE at IIIT Delhi.
If you are not a CSE/ IT student, getting a coding job will be hard but not very challenging. Only if you take programming seriously, you will be selected in Google or Facebook which is equally tough.
You could even have a try at Hackathons, learn, practice new programming languages, web development, and basics of graphic designing along with the complete back-end work. Try to make some interesting apps, contribute to open source and you will see budding opportunities ahead of your way. Try not to play with the college percentage/ GPA because they decide which companies you can sit for.