Toss the chicken with cornstarch, ground ginger, turmeric, salt, pepper, and 1 tablespoon oil. Let sit for 10 minutes.
Meanwhile, make the sauce. Combine the zest of 1 cara cara orange with ½ cup orange juice, honey, rice wine, soy sauce, rice vinegar, sesame oil, and red chili flakes. Set aside.
Heat 1 tablespoon oil in a large saute pan over medium-high heat. Add the chicken and saute until golden brown on both sides, about 5 minutes. Remove the chicken from the pan and set aside.
In the same pan, heat 1 tablespoon oil. Add the snap peas, red bell pepper, and green bell pepper and saute until softened, about 2-3 minutes. Add the minced garlic and ginger and saute for another minute.
Add back the chicken to the pan along with the sauce. Bring to a simmer and continue to cook for another minute, stirring to coat everything in the sauce. Season the stir fry with salt and pepper.
Transfer the dish to a plate and garnish with sesame seeds, chopped scallions, and chopped cilantro. Serve immediately.