Put AI to Work
April 15-18, 2019
New York, NY
Pamela Vagata

Pamela Vagata
AI Tech Lead, Stripe

Pamela Vagata is the AI tech lead at Stripe, where she focuses on building deep learning models. Previously, she was a member of Facebook AI Research, developed FBLearner Flow (Facebook’s production ML infrastructure), and spent time building data infrastructure.

Sessions

11:05am–11:45am Wednesday, April 17, 2019
Fraud detection without feature engineering
Case Studies, Machine Learning
 Location: Sutton South
Secondary topics:  AI case studies, Financial Services
Pamela Vagata (Stripe)
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Pamela Vagata explains how Stripe has applied deep learning techniques to predict fraud from raw behavioral data. Join in to learn how the deep learning model outperforms a feature-engineered model both on predictive performance and in the effort spent on data engineering, model construction, tuning, and maintenance. Read more.