I use the freezer paper method of applique so it's a bit different to tradition needle turn, but I find the smallest drop of elmers glue in those inside turns really helps ( I use a pin to apply it)
Maybe have a look at some you tube videos, there are lots out there, hopefully you can find a method that works for you.
I love your avatar, is it an affairs of the heart? I am working on one at the moment.