AI-Powered E-Commerce Fashion Studio
PythonNext.jsNode.jsFastifyPostgreSQLAI APIs
- Built a SaaS platform allowing vendors to create AI-generated model photoshoots, eliminating dependency on physical studios and significantly reducing shoot costs.
- Integrated Fal.AI (Flux Schnell & VTON) for high-fidelity model generation and virtual product try-on across multiple product angles.
- Designed a prompt mapping system that translates UI selections (model, background, photo angles) into database-stored prompts, enabling precise and repeatable image control.
- Implemented Redis and BullMQ to handle background image generation queues, ensuring non-blocking execution and high concurrent processing efficiency.
- Engineered a credit-based billing model charging 1 credit per generated image, with real-time balance tracking and seamless payment integration.