2024
Automobile Insurance Fraud Detection
Heterogeneous graph neural network pipeline over claims, customers, and provider relationships.
Outcome
Improved production model performance by 20% in one business unit.
Technology focus
- Graph Neural Networks
- PyTorch Geometric
- Insurance ML