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Joel Grus

author

2 activities
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Joel Pingel

Head of State and Local Government Sales, Midwest Central Region · Google Cloud

2 activities
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Joel T. Jordan

Founder and President · Synchtank

2 activities
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Activities & events

Title & Speakers Event
Event Search Technology Meetup - Joint event with MongoDB UG Berlin 2025-01-29
From Zero Results to Vector Search: Insights from Nine Key Experiments 2025-01-29 · 20:10
Abel Camamacho Guardian – Senior Analytics Engineer @ Digitec Galaxus , Joel Widmer – Software Engineer @ Digitec Galaxus

This session will explore the structured approach we used for experimentation to enhance the user search experience at Digital Galaxus.

vector search embedding models vector quantization
Building Delivery Hero's Product Semantic Similarity Using Atlas Vector Search 2025-01-29 · 19:10
John Underwood – Search Specialist @ MongoDB , Fahad Yousaf – Machine Learning Engineer @ Delivery Hero

Delivery Hero's Quick Commerce service provides customers with an easy and efficient way to order grocery items for delivery. However, with thousands of stores and millions of products available on the marketplace, the company faces the risk of revenue loss and customer churn if users struggle to find products that meet their needs and preferences. This talk will explore how Delivery Hero developed a product semantic similarity recommender using transformer-based product embeddings and vector search to identify similar products across various points in the customer's purchasing journey. We will also discuss the challenges encountered, the solutions implemented, and the next steps for this initiative.

atlas vector search transformer-based product embeddings
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