About Abderrezzak
English
Native or bilingual
Experience
- AlineaClient Data AnalystRETAIL (SMALL BUSINESS)September 2024 - Today (1 year and 9 months)Aubagne, France⋄ Monitoring and optimization of commercial performance: weekly analysis of revenue, traffic, conversion rates, average basket size, evaluation of operations (promotions, key events) and proposals for corrective actions.⋄ Design and automation of dashboards on Looker Studio via dbt for real-time monitoring of commercial, marketing, and customer performance.⋄ dbt modeling of loyalty program benefits by automating attribution and consumption logic through incremental strategies and flux historization.⋄ Design of a Machine Learning churn predictive model, based on optimized SQL data extractions, to identify at-risk profiles and trigger targeted retention campaigns.⋄ Dynamic segmentation and RFM (Recency, Frequency, Monetary) analysis of customers to identify high-value segments and personalize activation and loyalty strategies.
- Junior DataAnalyst ClubData AnalystCONSULTING AND AUDITSSeptember 2023 - May 2024 (8 months)Marseille, France⋄ Cleaning, structuring, and improving the quality of datasets related to electric charging station usage, to ensure the reliability of analyses and performance indicators.⋄ Performing exploratory analyses on the availability and performance of the charging station network (usage rate, saturation, peak periods) to identify areas and times of high demand.⋄ Analysis of charging station usage behavior (frequency, occupancy duration, geographical distribution) by cross-referencing operational data with territorial data from INSEE.⋄ Data exploitation using Python and GeoPandas geo-analysis libraries to produce spatial analyses and visualizations facilitating decision-making.
- YASSIRData Scientist InternTRANSPORTATIONFebruary 2022 - August 2022 (6 months)Alger, Algeria⋄ Predictive modeling of imbalances using Machine Learning algorithms to anticipate supply and demand gaps and identify areas at risk of undercapacity.⋄ Correlation analysis and Feature Engineering of key variables (seasonality, weather, historical events) to refine the accuracy of flow predictions.⋄ Geographical segmentation and clustering of market behaviors to adapt forecasting models to local specificities and demand variations.⋄ Performance evaluation and Backtesting of models to measure the reliability of predictions against actual data and ensure continuous score improvement.
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Education
- and Data ScienceAMSE.et Data Science
- Applied Statistics andENSSEA.Statistique appliquée et