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Recommendations with Flight at Stitch Fix

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💥 whats up? / 🛫 Recommendations with Flight at Stitch Fix Search Duplicate Try Notion 🛫 Recommendations with Flight at Stitch Fix As a data scientist at Stitch Fix, I faced the challenge of adapting recommendation code for real-time systems. With the absence of standardization and proper performance testing, tracing, and logging, building reliable systems was a struggle. To tackle these problems, I created Flight – a framework that acts as a semantic bridge and integrates multiple systems within Stitch Fix. It provides modular operator classes for data scientists to develop, and offers three levels of user experience. The pipeline layer allows business-knowledge users to define pipelines in plain English. The operator layer enables data scientists to add and share many filters and transformations with ease. The meta layer provides platform engineers the ability to introduce new features without affecting the development experience of data scientists. Flight improves the "bus factor

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