Sandra Bullón
Sandra Bullón is a Senior Product Manager with 5+ years of experience building data, analytics, and search products.
Her work now focuses on building search systems that act as the intelligence layer powering modern AI applications. As models rapidly commoditize, she believes the real advantage lies in the data behind them and in the ability to retrieve the right piece of information at the right moment. She advocates for rigorous evaluation and human-in-the-loop approaches to building reliable AI.
You cannot improve what you don’t understand.
Sessions
Data Science
Search
Text-to-Struct: Fine-tuning SLMs for Query Intent
Talk
Hybrid search fails on complex intent: vector search misses constraints, keywords miss nuance. This talk explores fine-tuning SLMs for 'Query Understanding'—transforming vague inputs into structured requests. Learn to extract metadata, expand terms, and route intent to build a search engine that does the hard work for your users.