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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.
- 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.