This is a prospective, multi-center, open-label, one-arm, two-stage, Phase II study to evaluate the efficacy of neoadjuvant immunoradiotherapy (NIRT) in patients with stage I HPVOPC (Human Papilloma Virus Oropharynx Cancer) amenable to surgical resection, including AJCC (American Joint Committee on Cancer) VIII T1-2N1M0 HPVOPC (Human Papilloma Virus Oropharynx Cancer) and excluding patients with solitary lymph nodes less than 3 cm. A Simon's two-stage optimal design is used for this study. We will test the hypothesis that neoadjuvant stereotactic tumor targeting radiation along with CD47 inhibition (evorpacept) and PD-1 inhibition (pembrolizumab) provides pathologic response compared to current standard of care rates of locoregional control.