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Competences
Experience
Data Science Intern
Managem Group, Marrakech
2025-07 - 2025-08
Analyzed and pre‑processed industrial sensor data (temperature, vibration, production) and performed feature engineering for predictive modeling on thousands of measurements. Built and evaluated a Random Forest model to predict mineral concentrations (Cu, Zn, Pb) with rigorous performance metrics (R², RMSE). Developed interactive Power BI dashboards that supported operational decision‑making for the plant. Collaborated with senior engineers to ensure data quality and model interpretability.
Formation
Engineering Degree in Big Data, Data Science & AI (ENSIASD Taroudant)
Langues
Arabic
native
French
advanced
English
advanced
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