About Salma
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Experience
- GROUPE BPCEData Analyst - Digital Payment ServiceBANKING AND INSURANCEJuly 2025 - Today (1 year and 1 month)Paris, FranceDevelopment of an analytical tool for monitoring and benchmarking payment activities within the network.• Analysis and modeling of payment data (monetics, transactional flows).• Gathering business requirements and writing functional specifications.• Design and optimization of Power BI dashboards.• Automation of reporting and monitoring of commercial performance.• Implementation of data quality controls.• Power BI maintenance and support.Environment: SQL, BigQuery (GCP), Power BI.
- Nexialog ConsultingData EngineerBANKING AND INSURANCESeptember 2024 - August 2025 (11 months)Paris, FranceManagement of the development and automation of Open Damir data flows, and implementation of a health pricing tool.• Development and industrialization of Open DAMIR ETL pipelines, including automated data collection via web scraping, processing orchestration, anomaly management, and enrichment with INSEE data.• Design of an interactive visualization platform, integrating benchmarking modules (comparison of a client portfolio with national references), pricing, and health cost prediction.Environment: Python, Pyspark, FastAPI, React, PostgreSQL, Azure.
- Nexialog ConsultingData ScientistMarch 2024 - August 2024 (5 months)Paris, FranceDevelopment and optimization of machine learning model explainability tools applied to apartment sales data.• Optimization and comparison of clustering and anomaly detection models on this data.• Analysis of the limitations of LIME and PFI explainability methods and improvement of the stability of the explanations produced.• Writing comparative benchmarks and technical notes to guide methodological choices.Environment: Python, Scikit-learn, Pandas, Seaborn, Git, VsCode.
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Education
- Master in Economic and Financial Statistical Modeling (MOSEF)Paris 1 Panthéon-Sorbonne University2025Master Modélisations Statistiques Economiques et Financières (MOSEF)
- Bachelor's degree in EconomicsUniversity of Cologne - ERASMUS2023Licence en Economie