Fashion Image Generation Pipeline Developer (Cloud-based)

Project Overview:
We’re looking for an experienced developer to build a fully automated, cloud-hosted system that transforms plain “ghost mannequin” photos of our products into five unique, styled images on a consistent model. The solution must be easy to scale up or down in the cloud as our image-generation needs fluctuate.

What You’ll Deliver:
- Automated Garment Extraction:
Take front/back mannequin photos and isolate the clothing items.

Accessory & Styling Selection:
-For each garment, automatically pick matching shoes, bags, jewelry - and for tops, also bottoms- so that each outfit looks cohesive. Accessories are optional if none make sense.

Pose, Hair & Makeup Variation:
- Generate five distinct, natural full-body shots per product with different poses, hairstyles, and make-up looks drawn from a preset library.

Consistent Model & Background:
- Ensure the same slender model appears in every image, head-to-toe, set against a seamless white backdrop.

High-Resolution Output:
- Produce JPGs at 1801×2600 pixels, ready for our online store.

End-to-End Orchestration & Scaling:
- Wire everything together so that uploading a new product triggers the entire flow automatically.
Deploy in the cloud with auto-scaling of compute resources (GPUs) to match demand.

Key Responsibilities:
- Design and implement each stage - from garment isolation through final image delivery - so there’s zero manual intervention.
- Create and manage libraries of poses, hairstyles, and make-up styles.
- Build logic for selecting and matching accessories based on product type and style.
- Integrate an AI-based image generator that applies the clothing and styling to the model.
- Set up automatic workflows that start when a new product image arrives, handle retries/failures, and notify on errors.
- Deploy and operate the solution in the cloud, ensuring it can easily spin up GPUs or other resources as needed.
- Provide monitoring and simple dashboards so we can track progress and spot issues.

What We’re Looking For:
- Proven experience building automated image-processing or AI pipelines
- Strong background in generative AI for images.
- Comfort with setting up cloud-based workflows and auto-scaling compute resources.
- Familiarity with end-to-end deployment: triggering on new inputs, handling retries, and updating databases or storage with results.
- Excellent Python development skills and ability to integrate multiple services into a single automated flow.
- Clear communication in English and ability to document design and operation steps.