What to do...find a Holistic clinic that does Electrodermal Screening. It will test you for Candida, amongst many other things and tell you what supplement program and diet you should be on to get rid of the symptoms.
For more info, see my website sugarloverscandidadiet.wordpress.com
I didn't have the same symptoms you did, but I had Candida bad and a parasite, amongst other things. It took awhile to really clear up, but it worked!