To prepare spice paste, combine first 9 ingredients in a food processor; process until smooth.
Heat a large nonstick skillet over medium-high heat. Coat pan with cooking spray. Add spice paste to pan; sauté 1 minute or until fragrant. Add coconut milk and shrimp; simmer 4 minutes or until shrimp are done. Garnish with cilantro, if desired.