A full-stack SaaS platform that generates studio-quality professional headshots from user selfies. The system fine-tunes a diffusion model per user using DreamBooth/LoRA, then generates multiple styles (corporate, LinkedIn, casual) with consistent identity preservation — no generic filters, no templates.