Thanks everyone for replying. Setting CSRF_COOKIE_SAMESITE = None and SESSION_COOKIE_SAMESITE = None made it work.
As I was updating from 2.0.x to the latest 2.x version this broke my setup.
https://docs.djangoproject.com/en/3.0/releases/2.1/#samesite-cookies