Image Nimbus

Automated product image sourcing

Role Technical Operations Manager
Company Ghost
Timeline 2025

Finding product images manually meant searching for each one individually. Built a Python scraper using SerpAPI that takes a list of product names and pulls back image URLs automatically.

Skills

  • Automation
  • Machine Learning
  • Tool Development

Software

  • Claude
  • n8n
  • Airtable
  • OpenAI
  • Python

Team members were manually searching for product images one by one, which meant slow turnaround times and a lot of products with missing images. The volume of products made it impossible to keep up.

Automated the image sourcing with AI evaluation that scores each image against the product details -first checking if it's the right category (shoes), then brand (Nike), then style, then color. Offshore workers only review the lowest-confidence matches where the system isn't sure, so the team can focus on quality control instead of hunting images.