The ACTIVATE (Adoptive Cell Therapy InVigorated to Augment Tumor Eradication) Trial

Pre-TIL Inclusion Criteria: 1. Be willing and able to provide written informed consent/assent for the trial. 2. Be 18 years of age on day of signing informed consent. 3. Have measurable disease based on RECIST 1.1. 4. Have a performance status of 0 or 1 on the ECOG Performance Scale. 5. Demonstrate adequate organ function, all screening labs should be performed within 10 days of treatment initiation. 6. Female subject of childbearing potential should have a negative urine or serum pregnancy within 72 hours prior to receiving the first dose of study medication. If the urine test is positive or cannot be confirmed as negative, a serum pregnancy test will be required. 7. Female subjects of childbearing potential must be willing to use an adequate method of contraception - Contraception, for the course of the study through 6 months after the last dose of cyclophosphamide or fludarabine, or 120 days after last dose of pembrolizumab, whichever is longer. 8. Male subjects of childbearing potential must agree to use an adequate method of contraception - Contraception, starting with the first dose of study therapy through 6 months after the last dose of cyclophosphamide or fludarabine, or 120 days after last dose of pembrolizumab, whichever is longer. Cohort 1 Pre-TIL inclusion criteria: 1. Metastatic melanoma with surgically unresectable stage III or stage IV, histologically confirmed 2. Previously treated with anti-PD-1 or anti-PD-L1 therapy (such as pembrolizumab or nivolumab) and experienced progression by RECIST v1.1 3. Prior systemic anti-CTLA-4 therapy is allowed, provided that the first dose of pembrolizumab on study is administered more than 6 weeks after the last dose of anti-CTLA-4 treatment. 4. Progression of disease by RECIST 1.1 within 3 months of last dose of therapy. If no alternative standard therapy is available, and there is evidence of clinical progression, subjects may proceed with TIL therapy after discussion with the Sponsor. Cohort 2 Pre-TIL inclusion criteria: 1. Platinum resistant ovarian cancer, histologically confirmed • Platinum resistant as defined by evidence of radiographic progression within 6 months of the last dose of platinum. 2. Prior systemic anti-CTLA-4 therapy is allowed, provided that the first dose of pembrolizumab is administered more than 6 weeks after the last dose of anti-CTLA-4 treatment. 3. Eligible for ACT with autologous TIL Both Cohorts 1 and 2 (pre-TIL): 1. Subjects may have 3 or fewer asymptomatic brain metastases, ≤ 1 cm in size each. Note: If lesions are symptomatic, \>1 cm each in size, or more than 3 in number, these lesions must undergo definitive treatment with surgery and/or radiation at least four weeks days prior to the first dose of lymphodepleting chemotherapy. If in the opinion of the PI or his designee the lesion(s) no longer represents active disease, the subject will be considered eligible. 2. No history of serious cardiac illness including (but not confined to): * Previous or active myocardial infarction in the past 2 years * Congestive cardiac failure (NYHA III or IV) * Unstable angina pectoris * Recent coronary artery bypass grafting \<6 months * Uncontrolled hypertension (systolic greater than or equal to 160 mmHg or diastolic greater than or equal to 100 mmHg) * Ventricular arrhythmia \< 6 months 3. Subjects who have a prolonged history of cigarette smoking or symptoms of respiratory dysfunction should not have abnormal pulmonary function test as evidenced by a FEV1 \< 60% predicted within 4 weeks of chemotherapy. Exclusion Criteria: 1. Is currently participating and receiving study therapy or has participated in a study of an investigational agent and received study therapy or used an investigational device within 4 weeks of the first dose of treatment. 2. Has a diagnosis of immunodeficiency or is receiving systemic steroid therapy or any other form of immunosuppressive therapy within 7 days prior to the first dose of trial treatment. 3. Has a known history of active, untreated TB (Bacillus Tuberculosis) 4. Hypersensitivity to pembrolizumab or any of its excipients. 5. Has had a prior anti-cancer monoclonal antibody (mAb) within 4 weeks prior to study Day 1 or who has not recovered (i.e., ≤ Grade 1 or at baseline) from adverse events due to agents administered more than 4 weeks earlier. 6. Has had prior chemotherapy within 28 days prior to study Day 1, or targeted small molecule therapy or radiation therapy within 14 days prior to study Day 1. Patients who have not recovered (i.e., ≤ Grade 1 or at baseline) from adverse events due to a previously administered agent. 7. Has a known additional malignancy that is progressing or requires active treatment. Exceptions include basal cell carcinoma of the skin, squamous cell carcinoma of the skin, superficial bladder cancer, and in situ cervical cancer that has undergone potentially curative therapy. 8. Has active autoimmune disease that has required systemic treatment in the past 2 years (i.e. with use of disease modifying agents, corticosteroids or immunosuppressive drugs). Replacement therapy (eg., thyroxine, insulin, or physiologic corticosteroid replacement therapy for adrenal or pituitary insufficiency, etc.) is not considered a form of systemic treatment. 9. Has known history of, or any evidence of active, non-infectious pneumonitis. 10. Has an active infection requiring systemic therapy. 11. Has a history or current evidence of any condition, therapy, or laboratory abnormality that might confound the results of the trial, interfere with the subject's participation for the full duration of the trial, or is not in the best interest of the subject to participate, in the opinion of the treating investigator. 12. Has known psychiatric or substance abuse disorders that would interfere with cooperation with the requirements of the trial. 13. Is pregnant or breastfeeding, or expecting to conceive or father children within the projected duration of the trial, starting with the pre-screening or screening visit through 6 months after last dose of cyclophosphamide or fludarabine or 120 days after the last dose of pembrolizumab. 14. Has a known history of Human Immunodeficiency Virus (HIV) (e.g. HIV 1/2 antibody positive) or Human T-Cell Lymphotropic Virus (HTLV). 15. Has known active Hepatitis B (e.g., HBsAg reactive) or Hepatitis C (e.g., HCV RNA \[qualitative\] is detected). 16. Untreated syphilis. 17. Has received a live vaccine within 30 days of planned start of study therapy. Note: Seasonal influenza vaccines for injection are generally inactivated flu vaccines and are allowed; however intranasal influenza vaccines (e.g., Flu-Mist®) are live attenuated vaccines, and are not allowed. Subjects with ongoing prior use of systemic steroid therapy within 4 weeks before the TILs infusion will be excluded. Use of topical, intranasal and inhaled corticosteroids, or systemic corticosteroids at physiologic doses are allowed. Cohort 1 and 2 Post-TIL (pembrolizumab) inclusion criteria: 1. Previously met applicable inclusion and exclusion criteria. 2. Initiation of pembrolizumab therapy must occur more than 21 days after the last dose of fludarabine. 3. Resolution of TIL protocol related adverse events to grade 2 or less. Otherwise, patients may proceed with pembrolizumab therapy if the treating investigator, after discussion with the Sponsor, determines that residual TIL therapy related adverse events are not clinically significant. Cohort 1 and 2 Post-TIL (pembrolizumab) exclusion criteria: 1. Has an active infection requiring systemic therapy. (Prophylactic antibiotics and antiviral agents are allowed.) 2. Has developed a condition or requires a therapy that might confound the results of the trial, interfere with the subject's participation for the full duration of the trial, or is not in the best interest of the subject to participate, in the opinion of the treating investigator. 3. Development of a condition that, in the opinion of the investigator, would be a contraindication for initiating pembrolizumab therapy.