This is a pilot study to evaluate the feasibility of, adherence to, and early efficacy of Band Together, a strength-training and walking program (intervention arm) vs. education on the benefits of exercise (control arm) in patients with aggressive gastrointestinal (GI) malignancies (gastric, gastroesophageal, and pancreatic cancer) undergoing neoadjuvant therapy.