I might have just bumped into a possible solution. I was trying multiple solutions, and this one in particular worked (atleast for the time being).
So, here it is,
In the 'App Permissions' of WhatsApp, Go to the option of 'Write/Delete Contact' and change its permission from Always Allowed to...