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Competencias

Python SQL Java Kotlin JavaScript PyTorch TensorFlow scikit-learn pandas NumPy Matplotlib Random Forest XGBoost Docker Power BI

Experiencia

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.

Formacion

Engineering Degree in Big Data, Data Science & AI (ENSIASD Taroudant)

Idiomas

Arabic

native

French

advanced

English