Background: Cervical cancer, primarily driven by persistent high-risk human papillomavirus (HPV) infections, remains a significant global health challenge. Systemic inflammatory markers, such as neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), and lymphocyte/monocyte ratio (LMR), may reflect disease progression. This study examines the association between these markers and p16 positivity in cervical intraepithelial neoplasia (CIN) cases. Methods: This retrospective analysis included 395 patients undergoing LEEP conization. Data on HPV status, p16 immunostaining, and hematological parameters were collected. Statistical analyses, including Mann-Whitney U and chi-square tests, assessed relationships between markers and outcomes, with significance set at p < 0.05. Results: Elevated NLR was significantly associated with p16 positivity (p = 0.011) and HPV DNA positivity (p = 0.04). HPV-positive individuals showed higher mean NLR (2.15) compared to HPV-negative individuals (1.61). Receiver operating characteristic (ROC) analysis demonstrated moderate diagnostic accuracy for NLR (AUC = 0.610), highlighting its potential as a biomarker. No significant associations were observed for PLR or LMR with p16 positivity. These findings suggest systemic inflammation, indicated by NLR, contributes to HPV persistence and CIN progression. Conclusions: NLR is a valuable prognostic biomarker for HPV-related cervical disease, correlating with both p16 and HPV DNA positivity. Incorporating hematological and immunohistochemical markers may enhance personalized cervical cancer management.