Freelancer profile translated to English.
Back to original languageAbout Chadia
PhD student in Economic Sciences, specializing in Data Science and Machine Learning applied to auto insurance.
I work on fraud detection, claims amount prediction, and data analysis projects using Python and Machine Learning models (Diffusion, VAE, GAN, XGBoost, SVR, Random Forest, LightGBM).
I mainly work on short projects with clear deliverables: Python, data analysis, visualizations, and results reporting.
I prefer concrete, well-defined projects with a precise schedule.
Available for freelance remote missions (France), with a package adapted for short projects.
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- Projet académique / RechercheData Scientist – Machine LearningSeptember 2020 - Today (5 years and 9 months)Casablanca, MoroccoDevelopment of machine learning models for fraud detection and claims prediction in auto insurance.Use of XGBoost, Random Forest, LightGBM, VAE, GANs, and diffusion models.Data preprocessing, class imbalance (SMOTE, ADASYN), advanced evaluation, and interpretability (SHAP).
- Université Hassan II Casablanca – Laboratoire Modélisation Appliquée à l'Économie et à la GestionPhD Student – Data Science & Machine Learning (Insurance)BANKING AND INSURANCESeptember 2020 - Today (5 years and 9 months)Casablanca, MoroccoDevelopment of ML pipelines for fraud detection and claims prediction in auto insurance.Implementation of generative models (VAE, GAN, Diffusion) combined with classifiers (XGBoost, LightGBM).Performance analysis and interpretation of results with SHAP.Writing technical and scientific reports.
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Education
- PhD student in Economic SciencesHassan II University Casablanca- FSJES Ain SebâaDoctorante en Sciences Economiques
- Master – Actuarial Science and Financial Markets.Hassan II University Casablanca- FSJES Ain Sebâa2020Master – Actuariat et Finance de March´ es.