Heat the olive oil in a small frying pan over medium heat and add the garlic. When the garlic just barely begins to sizzle, add the shrimp atop. Cook until the first side becomes translucent, only takes 2-3 minutes. Turn the shrimp and move them about the pan to keep the garlic moving too. Cook another few minutes until the shrimp are no longer translucent. They will cook pretty quickly, and if the garlic looks like it’s getting too browned, reduce the heat to low. The shrimp will continue cooking just fine. Remove the shrimp, garlic, and oil to a plate to cool.