Fix profile update to match UpdateProfileRequest and frontend field names.

Fix CI failures from missing bulk-delete route and duplicate release tags.

Polish AIUniversityFinder branding and college onboarding copy.

Bootstrap AIUniversityFinder college advisor panel from LaunchPad template.