Combine 1 cup of rice with 1 1/2 cups of water. Prepare according to package directions and set aside.
Place olive oil in a dutch oven or stockpot over medium heat. Add the shrimp and season with salt and pepper. Cook until pink, about 3-4 minutes. Remove from stockpot and set aside.
Add the garlic and onion. Cook, stirring occasionally, until tender and onions are translucent. Stir in the ginger until fragrant.
Whisk in the curry sauce and then gradually the coconut milk and chicken broth. Bring to a boil and then reduce and simmer for 10 minutes, until slightly thickened.
Stir in the rice, shrimp, lime juice and cilantro. Serve!