Please, don’t tell me what’s in the picture – Yizhar (Izzy) Toren, Shopify


Our journey towards image-based product classification at Shopify: from building the business case, through prototyping and our current implementation. This talk will combine project management aspects as well as some technical aspects of the project.

Key Takeaways

  • The importance of domain knowledge in both design and implementation 
  • How we use the strength of AI and circumnavigate the weaknesses
  • Balancing relevance and speed under limited resources, and managing stakeholders.

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