I went to Niko in Oakleigh. There were so many lovely desert, but I only had a tea in the cafe because I just had dinner before I went there. However, I found these custom cake service they offer. It is a family business and you can bring drawing or picture so they make custom designed cake for you.
Check our their folio on the website