Combine first 6 ingredients in a large bowl; stir well. Add shrimp, stirring to coat. Cover and chill 1 to 2 hours.
Heat oil in a large nonstick skillet over medium-high heat. Add shrimp; cook 4 minutes or until golden brown. Serve with rice, Coconut-Cilantro Chutney, and yogurt.
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