In a small bowl or measuring cup, mix the dressing ingredients together-lemon, oil, salt and pepper. Whisk until the mixture comes together. Taste and adjust-add more lemon or more oil or more salt....
In a salad bowl combine arugula, walnuts and dressing. Garnish with Parmesan cheese. Serve!