Neutrinos, a custom AI/ML-powered identity verification system combining computer vision and deep learning. OpenCV-based preprocessing handles noisy, skewed, and low-quality scans, while a region-based detector locates thumbprints within complex document layouts. A CNN built on TensorFlow performs minutiae-based matching, surfaced through a secure upload portal and a real-time verification dashboard with confidence scores, supporting both single-policy checks and batch processing.