ML-assisted actuarial work for GCC insurers.
Consulting with Milliman and Taha Actuaries on medical pricing, reserving, and electronic audit. Advanced GLM methods, change-point detection on cost series, ARIMA trend work, and predictive pricing — actuarial craft with modern ML where it genuinely helps.
Consolidating internal claims databases into a consistent actuarial data mart. High fidelity is a precondition for everything downstream — pricing, reserving, treaty work.
Generalised linear models for technical pricing and pure premium estimation across health lines. Validation and back-testing alongside traditional actuarial frameworks.
Chain Ladder and Bornhuetter-Ferguson coupled with ML-assisted trend detection. IBNR projections with explicit uncertainty reporting.
Automated rule-based and ML anomaly detection to identify irregular claims and reduce fraud exposure.
Board-level intelligence on tariff negotiations, stop-loss treaties, and reinsurance optimisation strategies.
- Advanced GLM methods for reserving
- Change-point detection on cost series
- ARIMA trend modelling
- Predictive pricing for health insurance
- Electronic audit of claims for irregularities
- Reinsurance and treaty structuring support