Assistant d'Analyse des Compétences

Teachers often receive competency results in Excel reports, but manually checking scores, calculating averages, comparing students, and finding competencies that need intervention can be slow and error-prone.

I rebuilt the project as a local-first desktop analytics assistant with Excel competency report import, score validation, class and student statistics, competency-level analysis, strongest and weakest competency detection, support priority indicators, Recharts dashboards, French/Arabic internationalization, printable report views, localStorage persistence, Electron packaging, and GitHub Actions CI.

I learned to turn spreadsheet-based classroom data into reliable local analytics, with validation, clear indicators, bilingual UI support, and printable outputs that help teachers act on results without exposing student data to a remote service.