AI Portfolio · AI Automation
Images
AI-powered image automation — generates marketplace-ready product photo sets in batches.
What this application does
Images is an AI-powered automation app built for e-commerce sellers. It takes a product list and reference photos and generates a marketplace-ready image set for every product — studio shots, variant views, and lifestyle scenes — formatted for listings on platforms like Amazon and Walmart. Batches run with live progress logs, pause/resume control, and smart skipping of products already processed.
Highlights
- Batch generation from a product list + reference photos
- Multiple image types per product — studio, variants, lifestyle
- Live logs, pause/resume, and already-generated detection
Case study
Business problem
Producing a full, marketplace-compliant image set for each product traditionally requires studio photography or manual editing per image — a per-product cost that makes large catalogs expensive to list well.
Our role
End-to-end: concept, prompt engineering, development, deployment, and operation.
Architecture
Web control panel driving an AI image-generation pipeline: a global rule set plus per-image instructions produce a consistent multi-image set per product from a CSV and reference photos; progress, skip, and retry logic handle large batches.
Outcomes
- Replaces per-image manual creation with a batch process run from a product list
- Already-generated and missing-source detection prevents wasted duplicate work
- Consistent, rule-driven image style across the whole catalog
Deployment model
Self-hosted internal tool (containerized) operated alongside the listing workflow.
Security controls
Runs against the operator’s own authenticated AI account; credentials configurable and stored locally to the deployment; product data never leaves the pipeline.
Current status
Internal business application.