This is nuts and I absolutely love this. So you convert the PDF into image, edit the image, then convert the image back into a PDF.

This is the usual workflow dealing with pdfs (unfortunately)

No, it's not, unless you are dealing with scans. Lots of apps let you edit PDFs.