More Than Meets the Eye: Transforming User Events into Deep Context

This is a talk by Vera Shishkina, Staff Data Scientist. Moving from purely manual feature engineering to representation learning. This session covers the technical POC of a User Events Transformer – a foundational model designed to produce customer embeddings that augment traditional tabular features. We will discuss the proposed architecture, the challenges of building temporal data pipelines, and our vision for using these embeddings to boost performance in domains like scam prediction. Would you like to learn how your organisation could partner with and support DSF events? Click the link below! https://datasciencefestival.com/becom...