# GCC Government & HR AI — 10 Model Suite
**AgenThink | Kuwait City | github.com/agentthink**

Open-source AI for GCC public sector workforce and government operations.

## Models

| # | Model | Type | Score |
|---|-------|------|-------|
| 1 | Kuwait Civil Service Attrition | Classification | Accuracy: 0.937 |
| 2 | Expat Visa Approval Prediction | Classification | Accuracy: 0.906 |
| 3 | Government Project Delay Risk | Classification | Accuracy: 0.935 |
| 4 | Public Sector Budget Forecasting | Regression | R²: -0.096 |
| 5 | Kuwaitization / Nationalization Rate | Regression | R²: 0.969 |
| 6 | Employee Performance Prediction | Regression | R²: 0.724 |
| 7 | Public Services Demand Forecasting | Regression | R²: 0.973 |
| 8 | Government Procurement Fraud | Classification | Accuracy: 0.984 |
| 9 | Salary Benchmarking & Pay Gap | Regression | R²: 0.955 |
| 10 | Workforce Succession Planning | Classification | Accuracy: 0.843 |

## GCC-Specific Features
- **Kuwait election cycles** as government project delay driver
- **Kuwaitization quotas** (10-60% by sector) modeled per AAOIFI
- **Expat visa approval** with bilateral agreements & quota logic
- **KIA sovereign fund** assets in budget forecasting
- **National premium** in salary benchmarking
- **Retirement cliff risk** in civil service succession planning
- **Ramadan/Eid** impact on public service demand

## License
MIT — Free to use, modify, and deploy
