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Competences
Experience
Observation Internship
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Participated in a one‑month observation internship focusing on understanding IT systems in production control and traceability. Gained exposure to data collection processes and business workflows.
Data Analysis Internship
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Completed a three‑month data analysis internship where customer data was extracted using SQL, segmented with RFM analysis, and modeled with BG/NBD to predict churn. Delivered interactive Power BI dashboards to support decision‑making.
University Chatbot Development
Hassan II University (Academic Project)
2022-01 - 2022-12
Designed and implemented an interactive chatbot using HTML, JavaScript, and VS Code. Integrated the bot with a web interface featuring registration, FAQ, and demo sections. Managed version control with GitHub.
Dashboard and Data Visualization Project
2024-01 -
Created interactive dashboards in Power BI, including heatmaps, Pareto, and ribbon charts. Optimized database queries for faster data retrieval and performed predictive modeling to support strategic decisions.
Formation
Master's Degree in Data Science and Big Data (in progress), Bachelor’s Degree in Mathematical Sciences and Computer Science
Langues
French
fluent
Arabic
native
English
fluent
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