fix(deploy): pre-cache lightweight buffalo_s model for Render free tier memory limits and improve UI fetch error handling

fix(pipeline): protect blockchain immutability with deepcopy, fix ViT loader, and validate all 8 blocks

feat(ui): redesign frontend with modern cyber-forensic HUD, glassmorphism, and live telemetry

feat(ui): remove webcam live interface and streamline forensic image workflow

refactor: standardize project nomenclature to FaceID across UI, CLI, APIs, and docs

feat: complete face-chain biometric forensic and dual-layer blockchain pipeline