Combine the peas, walnuts and garlic in a food processor. Pulse until chopped into a thick mixture. Add the cheese and lemon juice and pulse again until incorporated.
With the machine running, slowly drizzle in the olive oil until a thick paste is formed. Turn off the machine and season with salt and pepper. Pulse the pesto one final time to incorporate the seasoning.