Heat oil in medium pot over medium-high heat. Sauté shallots in oil 2 minutes. Add cilantro stems, curry paste, curry powder, and turmeric; cook 1 minute. Stir in coconut milk, broth, and brown sugar, and bring to a simmer. Reduce heat to medium, and cook 5 minutes, then stir in tofu. Simmer 10 minutes.