Add juice from lemons, salt and oil. Mix well.
Rinse and chop cilantro and add to the bowl.
Add shrimp to boiling water. As soon as the shrimp turns pink take out of the pan and rinse in cold water.
Place shrimp in bowl with vegetables. Stir to combine.