Your screens are designed for mosquitoes and sand flies slip right through them. Go to the store and get a vape mat heater and vape mats (ask). You plug it in and it heats up the mats and kills the sand flies. It looks a bit like a hockey puck unless it's square.
Zyrtec from the pharmacy for the itching.