Heat the oil in a large saucepan over medium high heat, and once hot add the onion. and cook until softened. Add the green chili pepper, and the cardamom pods, cloves, cinnamon stick, loomi, and bay leaves. Stir for a minute or so, then add the seven spices, turmeric powder, salt, and black pepper and cook 30 seconds until fragrant.