ModelSnapper.

Now every clothing brand shoots like a big label.

ModelSnapper was an early-stage AI fashion-content platform built to help clothing brands create professional fashion imagery without traditional photoshoots.

It combined AI-generated fashion models with a garment-to-marketing-image workflow, supporting different models, poses, skin tones, and backgrounds.

As the technical co-founder, I built ModelSnapper’s v1 from scratch — the technical and product foundations — alongside a marketing co-founder.

Past venture · 2025–2026

Visit ModelSnapper →How it worked

See it in action

From garment to fashion image.

A look at ModelSnapper in action — from uploading a garment and configuring the model to generating AI-powered fashion imagery.

Watch the demo →

ModelSnapper
AI fashion content

Built to explore how generative AI could simplify fashion content creation for small-to-medium clothing businesses.

AI-generated fashion models
Multiple poses, backgrounds & appearances
End-to-end generation workflow

Past venture · Technical co-founder · 2025–2026

The product

From garment to campaign image.

The idea was to simplify fashion content creation for smaller clothing businesses — taking a garment from upload to an AI-generated fashion image through a structured production workflow.

01Garment input
02Model configuration
03AI generation
04Assessment
05Regeneration
06Marketing image

The underlying project work included garment input, model configuration, generation, assessment, regeneration, storage, authentication, and credit management.

A flat-lay garment transformed into a photo of an AI model wearing it

Flat garment in, campaign-ready model photo out — real ModelSnapper output.

Under the hood

Built to operate, not just demo.

As technical co-founder, I built v1 from scratch alongside a marketing co-founder — designed for real customers from day one.

Secure authentication

Account management and access control via Clerk, with safe session handling throughout.

Credit systems & rate limiting

Usage-based credits and rate limiting to keep generation fair, predictable and cost-controlled.

Analytics tracking

GA4 + GTM instrumentation to understand usage, conversion and where value is realized.

Subscription monetization

Free and paid tiers via LemonSqueezy — designed for small-to-medium clothing businesses.

Tech stack

Built on a modern, serverless foundation.

Next.js (App Router)VercelMongoDBAWS S3CloudFrontClerkLemonSqueezyChatGPT APIGA4GTM

Explore v1

Visit ModelSnapper.

The v1 I built is still online. Explore it and see how AI turned a single product photo into campaign-ready imagery.

Visit ModelSnapper →See my current venture