Combine first 7 ingredients in a large saucepan over medium-high heat; bring to a boil. Cover, reduce heat, and simmer 10 minutes. Stir in coconut milk; cook 2 minutes or until hot.
Add shrimp to pan; cook 3 minutes or until shrimp are done.
Remove pan from heat; stir in onions, basil, and juice.