Freelancer profile translated to English.
Back to original languageAbout Amine
With over 15 years of experience in data science, I have had the opportunity to use large, diverse datasets to bring value to a wide range of clients:
- Cutting-edge industry: Thales
- Consulting: BearingPoint for clients Hermès, Saint-Gobain, Cdiscount
- Telecom: SFR
- Mass retail: Carrefour
- Startups: Kameleoon, Anticipeo, Tapvalue
I would therefore be delighted to work with you and create a relevant solution that will bring you value and provide precious decision-making support.
French
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- ThalesLead Data ScientistAVIATION AND AEROSPACESeptember 2022 - Today (3 years and 11 months)Rungis, France- Automatic detection of atypical tests- Prediction of part failures after assembly (predictive maintenance)- Analysis of test measurement correlations- Coaching of the team's data scientists
- BearingPointManager Data & AnalyticsCONSULTING AND AUDITSJanuary 2022 - August 2022 (8 months)Puteaux, France- Responding to calls for tender through commercial proposals- Project and consultant management- Identification and qualification of business use cases solved by data science- Implementation of data science solutions (ML, AI, statistical methods) and validation of proposed models with clients- Contribution to the standardization of packaged analysis and DS offers from BearingPointClients: Hermès, Point.P, Cdiscount
- SFRSenior Data ScientistTELECOMMUNICATIONSSeptember 2018 - December 2021 (3 years and 3 months)Paris, France- Design and maintain existing systems to support various business units: Marketing, customer service, management control, etc., in their different needs.- Load the necessary KPIs into the various steering reports for SFR's entire B2C fixed activity for the Executive Committee.- Develop data projects end-to-end and autonomously:1- Understand needs2- Define methodology and approach3- Deploy solutions4- Present analysis results- Propose/Execute R&D topics:1- Churn, ARPU, and activation prediction.2- Automatic detection of aberrant invoices3- Automation of commercial operations classifications4- Prediction of FTTH market shares
Reviews
Axel
OpenClassrooms - Mentorat
Reviewed on 1/25/2022
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Education
- PhD in Machine LearningUniversity of Paris 132013Université de Paris 13, LIPN-UMR 7030, équipe Apprentissage Artificiel & Applications. Titre : “contribution en apprentissage topologique non supervisé pour la fouille de données”. Soutenue le : 29 novembre 2013. Mention : très honorable. Financement : Cifre. Durée de la thèse : 2 ans et 10 mois