Sandra Bullón
Sandra Bullón is a Senior Product Manager experienced in building data, analytics, and search products.
Major advocate for rigorous evaluation and human-in-the-loop approaches to building reliable AI.
You cannot improve what you don't understand.
Company/Organisation:
RavenPack
Session
06-09
10:00
40min
Text-to-Struct: Fine-tuning SLMs for Query Intent
Hugo Jimenez, Sandra Bullón
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.
Maschinenhaus