AI Engineer 2025 - Improving RecSys & Search with LLM techniques
A presentation on using Large Language Model (LLM) techniques to enhance Recommendation Systems (RecSys) and Search, from the AI Engineer World's Fair 2025.
A presentation on using Large Language Model (LLM) techniques to enhance Recommendation Systems (RecSys) and Search, from the AI Engineer World's Fair 2025.
A summary of a talk on applying Large Language Models (LLMs) to build and deploy recommendation systems at scale, presented at Netflix's PRS workshop.
A talk on system design principles for building production recommendation systems and search engines, presented at an MLOps Community meetup.
A talk on system design for recommendation and search systems, covering architecture and production considerations.
Explores the importance of serendipity over just accuracy in recommendation systems, discussing metrics, user engagement, and business benefits.