This is a phase II clinical study for patients with metastatic (the cancer has spread to other parts of the body) melanoma. Patients will receive an infusion (given by vein) of autologous tumor infiltrating lymphocytes (TILs). TILs are a type of white blood cells that recognizes tumor cells and enter them which causes the tumor cells to break down.