About Tarek
French
Native or bilingual
English
Fluent
Experience
- IAData ScientistAUTOMOBILEJanuary 2022 - May 2025 (3 years and 4 months)Downstream transport (Vehicle distribution):- Design, training, and deployment of 3 models to predict transport costs.Tools used: GCP, Python, GitLab, PyCharm, Vertex AI, Airflow, Spotfire. Savings: €2M/year- Design, training, and deployment of 12 models to predict transit and transport times.Tools used: GCP, Python, GitLab, PyCharm, Vertex AI, Airflow, Spotfire. Savings: €10M/year- Design, training, and deployment via a Dataiku application: Prediction of spot transport costs.Tool used: Dataiku. Savings: €1M/yearProduction planning:- Creation of a web application to simulate factory closures and transport risks.Tools used: Dataiku, Streamlit, Spotfire. Savings: €5M/year
- BDIData Analyst / Senior Data AnalystJanuary 2018 - January 2022 (4 years)Development of POCs, industrialization of Gold tables and visualization tools using the Agile method: Tools used: GCP, BigQuery, GitLab, IntelliJ IDEA, Airflow, Spotfire. S&OE steering tools: stock volumes, billable, in transit. Savings: €40M/year Transport capacity base: calculation of transport needs and comparison with carrier capacity. Savings: €10M/year Comparison of actual vehicle traceability with their reference route. Savings: €2M/year Calculation of downstream transport logistics performance.
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Education
- Data scientist certificationENSAE Paris2022Certification de data scientist
- 70% Data analyst certificationENSAE Paris201970% Certification de data analyst