Experience
Healthcare is the deepest current proof point: provider-level modeling, fraud/waste/abuse signal engineering, claims and utilization datasets, explainability, and communication with operational stakeholders.
Relevant Methods
- Provider-level risk and escalation modeling
- Survival and time-to-event modeling
- Imbalanced classification and calibration
- Claims, utilization, and operational data analysis
- Explainability and stakeholder communication