Freelancer profile translated to English.
Back to original languageAbout Mame
Passionate data scientist with 9 years of experience, including 6 years in consulting, I help companies leverage their data through tailor-made solutions in machine learning, data analysis, and data visualization. Rigorous and autonomous, I have worked in various sectors: Banking, Insurance, Credit, Retail, and within different departments: Marketing, Finance...
Let's discuss your Data challenges together!
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- ARVAL (BNP Paribas)Lead Data ScientistAUTOMOBILEMay 2023 - March 2025 (1 year and 10 months)92500 Rueil-Malmaison, France- Implementation of scores to predict the residual value of a vehicle (Database construction, descriptive statistics, creation of a log-linear model, model performance study, comparison with the old model currently in use, leading meetings with countries, frequent exchanges with countries to take local specificities into account)- Update and improvement of macroeconomic models to estimate the medium-term market level for each G8 country- Monthly reports on the automotive market in 4 countries- Monitoring of database quality for the CO2 Tracker- Implementation of a reporting system for monitoring CO2 emissions for all 30 countriesSoftware: SAS (Guide, Macro), Excel.
- Délégation Unedic AGSSenior Data ScientistCIVIC AND SOCIAL ORGANIZATIONSJanuary 2022 - April 2023 (1 year and 3 months)Paris, France- Calculation of indicators and writing of external publications: AGS figures, annual activity report, Financial bulletin- Study on the decrease in recoveries: evolution, determination of impacting factors- Data extraction and analysis for internal clients- Design of a prediction model for fraud detection (scoring): study scope, database construction, descriptive statistics, model construction and comparison of resultsSoftware: Python, SAS Guide, Excel.
- Groupama SAStatistical Studies OfficerBANKING AND INSURANCEOctober 2015 - January 2016 (3 months)Paris, France- Statistical analysis of the respondent file for satisfaction surveys (database construction and consistency check, calculation and construction of customer satisfaction indicators)- Implementation and automation of performance monitoring reports for surveysSoftware: SAS, VBA Excel, Excel.
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Education
- Master 2 Statistique et Informatique de la Finance, de l'Assurance et du Risque,Université Paris 7 Diderot.2015Master 2 Statistique et Informatique de la Finance, de l'Assurance et du Risque,
- Master 2 Statistique et Econométrie,Toulouse School of Economics (TSE).2013Master 2 Statistique et Econométrie,
Certifications
- SAS BASESSAS2016