In a bowl, whisk together the buttermilk, red Thai curry paste, fish sauce, turmeric, garlic powder, coriander, chili powder, and white pepper. Submerge the chicken thighs in this marinade, cover, and refrigerate for at least 2 hours (overnight is even better). This step helps the Thai spices penetrate deeply into the meat for maximum flavor.