Preheat the oven to 425 F. Peel and slice the sweet potatoes into long ¼-inch-thick strips.
Place the sweet potato strips on a large baking sheet. Using your hands, toss them with the olive oil, garlic powder, smoked paprika, and chili powder.
Bake for 35 to 40 minutes, flipping halfway through.