Build an AI professional headshot service for job seekers, founders, and remote teams with these features:
1. Upload flow that collects eight to twelve selfies, with live guidance on lighting, angle, and expression, and automatic rejection of blurry or unsuitable photos.
2. Face fine-tuning through a hosted model service (Replicate, fal.ai, or a Flux LoRA training API) so generated faces actually look like the user (do not attempt to train the model yourself).
3. Style gallery: LinkedIn professional, creative studio, editorial black and white, and company-branded backgrounds, each with example previews.
4. Generation queue that produces a batch of 20 or more headshots per style, with an email notification when the batch is ready.
5. Review screen to favorite, hide, and regenerate individual headshots with tweaked prompts.
6. Crop and upscale presets: square for LinkedIn, portrait for company pages, and print-ready downloads.
7. Background swap that re-renders the same headshot against different office or studio backdrops.
8. Stripe checkout with tiered pricing by headshot count, plus a team plan that invoices for bulk staff headshots.
9. Privacy controls: explicit consent, a deletion request path, and automatic purge of source photos after a set window.
10. Gallery page with before and after examples built from user-approved results.
11. Admin dashboard: order volume, regeneration rate, refund requests, and generation cost per batch.