Freelancer profile translated to English.
Back to original languageAbout Ismail
Hybrid profile oriented towards business and technology, with several experiences in implementing machine learning models, question-answering systems (RAG) on internal documents (PDFs, legal databases), and fraud detection.
I work on:
Data extraction and structuring (SQL, Python, Airflow)
Creation and participation in the deployment of AI models (scoring, NLP, LLMs, fine-tuning, RAG)
Clear presentation of results (Power BI, Tableau, reporting automation)
Curious, rigorous, and business-impact oriented, I offer tailor-made solutions adapted to your challenges.
French
Native or bilingual
English
Fluent
Can work on-site
Bezons (up to 40km)
Experience
- SCORE AND SECURE PAYMENTData ScientistSeptember 2022 - Today (3 years and 9 months)• Creation of scoring models for fraud detection• Industrialization of these machine learning models with CI/CD tools.• Automation of strategic reporting for various departments with Tableau.• Centralization and scheduling of automatic tasks with Apache Airflow and Talend.• Writing and execution of SQL queries on databases (MySQL, BigQuery) to extract and analyze data.• Knowledge of different payment methods (checks, direct debits, bank cards).• Implementation of Q&A (Question-Answering) solutions with RAG (Retrieval-Augmented Generation) on business documents (PDF, internal database, legal corpus…)
- DATA ENABLEMENT PARTNERSConsultant Data ScientistOctober 2021 - July 2022 (9 months)Neuilly-sur-Seine, France•Creation of Customer segmentation models• Creation of Machine Learning models.• Configuration and setup of the Collibra tool• Creation of workflows with Groovy on Collibra.• Creation of dashboards and reports on Power Bi.
- FRANCE FOOD COMPANYDATA SCIENTIST/ANALYSTJanuary 2020 - September 2021 (1 year and 9 months)Participation in customer product pricing.• Creation of ML models to predict commission rate per customer.• Creation of customer segmentation models and delivery route optimization• Development of dashboards on Power Bi
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Education
- Master DATA SCIENCEUNIVERSITE PARIS SACLAY2019
- MASTER ACTUARIAL SCIENCE AND MATHEMATICAL ENGINEERING FOR INSURANCE AND FINANCEUNIVERSITE DE ROUEN NORMANDIE2018