Page 482 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

2�2 Benefits of the use case

AI optimizes workforce allocation, reduces unemployment, and bridges skills gaps for
sustainable economic growth.

AI accelerates industrial innovation by connecting skilled professionals to high-demand
industries and infrastructure projects.

AI-driven, bias-free hiring ensures diverse, inclusive employment opportunities, reducing socio-
economic and gender disparities.

2�3 Future Work

Future works include Model development, Model Training, Data analysis & studies.

3 Use Case Requirements
• it is critical that the AI system reads and converts CV to structured format
• it is critical that the solution includes semantic search to find related jobs for CVs.
• it is expected that the solution outputs reranked priorities.
• it is expected that the solution implements Large Language Models (LLMs) for scoring
and rewriting CVs.
• it is expected that the solution supports Arabic and English and reuses cached results for
optimal speed.

4 Sequence Diagram

5 References

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