Heat oil over medium-high heat in a large skillet. Add onions, garlic and ginger. Stir for 2 minutes. Remove from pan and place in a bowl to cool. Add shrimp to pan and stir until shrimp is pink and cooked through. Remove from heat, set aside to cool.