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Etsy Engineering | Code as Craft

Etsy Engineering | Shaping Product Understanding with Contrastive Reinforcement Learning Making Ads Count: Using MMoE and Auxiliary Tasks to Better Connect Buyers & Sellers Migrating Etsy’s database sharding to Vitess How Etsy Uses LLMs to Improve Search Relevance Improving performance by prefetching product pages from Etsy Search Etsy Engineering | Understanding Etsy’s Vast Inventory with LLMs Unlocking Faster Insights with Experimenter-Defined Segmentations Building Etsy Buyer Profiles with LLMs Context engineering case studies: Etsy-specific question answering Behind the Scenes - A Glimpse into Tax Calculations Adopting Jetpack Compose for Etsy’s Android App Machine Learning in Content Moderation at Etsy Etsy Engineering | Enhancing Cloud Usage Forecasting, Monitoring & Optimizing Etsy Engineering | Efficient Visual Representation Learning And Evaluation Macramé: Untangling the Knot on the Etsy Android Listing Screen How We Built The Deals Tab in Swift UI The AR Measuring Box: Etsy's answer to Big Tape Measure Etsy Engineering | The So-fine Real-time ML Paradigm Leveraging Real-Time User Actions to Personalize Etsy Ads
Reducing experiment duration with predicted control variates
Kelly McManu · 2025-11-26 · via Etsy Engineering | Code as Craft
I n 2021, we published a blog post titled “ Increasing experimentation accuracy and speed by using control va…