To fix a name mismatch on the Income Tax portal, you must first correct your name in the official PAN database via NSDL or UTIITSL. The portal's data is automatically synced from PAN records; once the official database is updated with your correct name and your PAN-Aadhaar details are aligned, the change will reflect on your profile.