nayaread
HomeFavouritesTopicsSources
HomeFavouritesTopicsSources
NayaRead links to original engineering blogs. All copyright belongs to the respective authors.
Shopify Engineering·Sep 8, 2021·14 min read46

Using Rich Image and Text Data to Categorize Products at Scale - Shopify

We reevaluated our existing product categorization model to ensure we’re understanding what our merchants are selling, to build the best products that help power their sales.

Read original on shopify.engineering

Score breakdown

  • Technical depth50
  • Practical value75
  • Originality60
  • Writing quality100
  • Source reputation0
  • Recency0
  • External engagement0
  • On-site engagement0

NayaRead shows a summary and links to the original article. The full article is hosted on shopify.engineering.

More like this

Etsy — Code as Craft

Shaping Product Understanding with Contrastive Reinforcement Learning

Pat Geitner·May 26, 2026·9 min read
Shopify Engineering

Evolution of Product Classification at Shopify: From Categories to Comprehensive Product Understanding (2025) - Shopify

May 8, 2025·10 min read
Shopify Engineering

Shopify's Playbook for Scaling Machine Learning - Shopify

Feb 11, 2022·14 min read
Shopify Engineering

Categorizing Products at Scale - Shopify

Apr 30, 2020·14 min read