During August 2025, Ikram Moulay developed a Resume and CV Extraction Prompt along with a structured JSON schema for the muhsiine/ExternalsManagement-be repository. Focusing on database management and schema design, Ikram used SQL scripting to enable automated extraction and organization of candidate data, including personal details, experience, skills, education, and languages. The implementation involved designing a schema that supports downstream integration with applicant tracking systems and analytics pipelines, improving data quality and workflow efficiency. While the work was limited to a single feature over one month, it demonstrated depth in schema definition and laid a scalable foundation for candidate profiling processes.