Heat vegetable oil in a large stockpot or Dutch oven over medium heat. Add chicken and onion to the stockpot and cook until golden, about 4-5 minutes. Stir in tomato paste, garlic, ginger, garam masala, chili powder and turmeric until fragrant, about 1 minute. Stir in tomato sauce and chicken stock; season with salt and pepper, to taste.