Staff Machine Learning Engineer(platform - Identity)

Staff Machine Learning Engineer on the Identity Verification team at Coinbase. This role involves owning the ML systems that determine the legitimacy of users, documents, and capture sessions, impacting millions of accounts. Responsibilities include developing models for document authenticity, face matching, liveness detection, and synthetic identity detection using GNNs.

Skills and focus areas

• machine learning
• identity verification
• document authenticity
• face matching
• liveness detection
• presentation-attack detection
• deepfake detection
• graph neural networks (gnns)
• behavioral modeling
• device intelligence
• anomaly detection
• bot detection