Assistant d'Analyse des Compétences
A local-first analytics assistant for teachers to import Excel competency reports, analyze class and student performance, identify strongest and weakest competencies, and generate printable reports with French/Arabic support.
GitHub
Repository available
Source code and project documentation
Live Demo
Coming soon
Desktop Release
Coming soon
CI / build
GitHub Actions CI configured
Problem
What needed to be solved
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.
Solution
How the project approaches it
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.
Key features
What the project includes
Architecture / Technical decisions
Implementation choices worth reviewing
Validation / Quality
How I made the work reviewable
What I learned
Technical takeaway
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.
Related work
