Someone once told me that if you don't scratch the bite area, it will heal faster. I tried this recently and this appears to work.
Deer fly bites are so intense that you HAVE to scratch them, however, drinking one glass of red wine gets rid of 90% of the itch and it's gone the next day. I don't know why.