Freelancer profile translated to English.
Back to original languageAbout Ismael
Passionate about the data field, I am looking for assignments as a Data Scientist or Data Analyst. During my 7 years of professional experience, mainly in consulting, I have been assigned to clients in various sectors of activity, including ministries, public organizations, banks, and industrial companies.
I have thus been able to participate in POCs and projects on very diverse data science topics, ranging from natural language processing to predictive modeling.
Thanks to the skills acquired, I am able to gather and formalize client needs, propose solutions and ensure their technical scope, prepare data and carry out modeling, and finally disseminate knowledge by producing and sharing dashboards and reports.
Spanish
Conversational
English
Fluent
French
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Capgemini Technology ServicesExperienced Data ScientistDIGITAL AND ITNovember 2015 - May 2021 (5 years and 6 months)Issy-les-Moulineaux, FranceParticipation in POCs (Proof of Concept) and projects as an AI expert on various topics:- Facilitating documentary research through an intelligent search engine.- Predictive and explanatory analysis of employee turnover (resignation).- Supply chain optimization.- Improvement of a postal operator's address repository.
- bioMérieux SAData Scientist InternPHARMACEUTICALS INDUSTRYMarch 2015 - September 2015 (6 months)Grenoble, France- Participation as a data scientist intern in a project predicting bacterial resistance to antibiotics from their genome.- Publication of a scientific paper at the French-speaking conference on machine learning (CAP 2016).Article title: "Structured variable selection by joint regularization in a multi-task framework to identify genes and mutations involved in bacterial resistance to antibiotics."Link to article: https://hal-amu.archives-ouvertes.fr/hal-01373190/document
- New York UniversityData Scientist InternMEDICALMarch 2014 - August 2014 (6 months)New York, United States- Survival analysis of cancer patients.- Multi-task regression applied to right-censored data.
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Education
- Engineering degree in information systems architecture with a specialization in data scienceNational Institute of Applied Sciences of Rouen (INSA)2015- Algorithmique - Analyse numérique - Statistiques / Probabilités - Apprentissage automatique (Machine learning et Deep Learning) - Théorie des graphes - Recherche opérationnelle
- Exchange semester under the ERASMUS programEscuela Politécnica Superior de Madrid2015- Analyse de données - Intelligence artificielle / Réseaux de neurones - Business Intelligence
Certifications
- How Google Does Machine LearningCoursera2020