About Soufiane
- What I offer
English
Native or bilingual
Arabic
Native or bilingual
French
Native or bilingual
Experience
- bnpparibasDATAIKU migration consultantJuly 2024 - Today (1 year and 11 months)-Predictive model on fraud scoring-Creation and automation of the social report-Development of machine learning algorithms to detect fraud with 95% accuracy-Implementation of an interactive dashboard to monitor in real time the performance indicators related to the social report-70% reduction in fraud cases through optimization of predictive models-Training of operational teams in the use of DATAIKU
- La Banque PostaleData scientist/ analystPUBLIC SECTORDecember 2021 - Today (4 years and 6 months)Paris, France- Training and support of business teams in the use of data analysis tools (Dataiku and tableau) to promote user adoption and autonomyCreation of a proactive mobility prediction model based on the analysis of HR data, thus identifying the key success factors for this mobility- Evaluation of postage fraud costs through the implementation of a predictive fraud detection model- Creation of an automated reporting system for monitoring key financial performance indicators (KPIs), enabling faster and more informed decision-making- Participation in a data profiling project to identify customer profiles at high risk of churn, and development of an appetite score for postal productsCollaboration with the development team to improve the functionality and performance of data analysis tools
- Open Food FactsData analystAGRICULTUREMarch 2021 - September 2021 (6 months)Bd Périphérique, Paris, France-Development of a classification algorithm to predict the category of a product based on its characteristics- Collection and analysis of data on food products to assess the relevance of the eco score
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Education
- Master 2 (M2), Management controlInstitut d'Administration des Entreprises2014Master 2 (M2), Contrôle de gestion
- Machine learningWild Code School