From Raw Transactions to Insights: The Power of Embeddings in Fintech

Name: From Raw Transactions to Insights: The Power of Embeddings in Fintech
Start: 2025-04-25T12:30:00+00:00
End: 2025-04-25T12:55:00+00:00
Location: SMK

Talk 25 min April 25, 2025 at 12:30

Hanna Danilovich

Financial transactions generate vast amounts of sequential data, yet traditional risk assessment models often rely on predefined features that may not capture the full complexity of user behavior. This talk explores how transaction embeddings—inspired by techniques from NLP and Computer Vision—can transform financial modeling.