Thank you for the suggestion. The only reason I’m using feature image with the post is because I’m using a post carousel widget using Site Origin.
However, i did manage to follow your second suggestion by keeping the feature image but hiding it in the single page. I then manually added the same image into the post itself. It seems to have worked a treat!