À propos de Mélanie
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Bilingue ou natif
Anglais
Capacité professionnelle complète
Allemand
Notions
Expériences
- Capgemini Invent,Lead Data Scientist ConsultantBTP & CONSTRUCTIONjuillet 2022 - juillet 2025 (3 ans)Toulouse, FranceRealization of data consulting mission :• • Data Scientist Manager for a project for Saint Gobain in Brazil to reduce waste on the Maker production's line thanks to machine learning model and supported by an ontology deployed on Azure Digital Twin.• • Data Scientist Manager for a project for Saint Gobain in India to optimize the energy consumption of their furnaces.• • Lead Data Scientist for a project to create an automatic physician pro filer using data and AI to find new high potential clinical trial partners.• • Predict attrition rate for Capgemini Services in India.• • Demonstrate the capabilities of Palantir Foundry Platform to deliver a Digital Flight Readiness Decision: bring existing models to the foundry and enhance the functionality.• • Feasibility study, time estimate for process automation needs from NLP (GenAI use with LLMs) for Veolia, CALF etc.
- umlaut,Lead Data Scientist and Technical Referentseptembre 2020 - juin 2022 (1 an et 9 mois)Toulouse, FranceLead research and development of micro-services architecture for the cre ation of a "Designer Assistant" for Airbus.
- umlaut,Data Scientist Consultantoctobre 2019 - août 2020 (10 mois)Toulouse, FranceRealization and supervision of data science projects:• • a data challenge for Airbus in order to determine within Airbus PDFs containing acronyms the correct definition associated with the acronym from the natural language processing method (use of the wordnet on tology and the BERT algorithm for encoding of text).• • participation in a workshop and realization of a technical proposal to respond to a call for tenders for a datascience project for Premium Aerotech.• • digital audit of the activities of the umlaut teams for Renault.• • realization of automation missions with Python for Renault .
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Formations
- MScEcole Polytechnique2017MSc
- Statistician Engineer2017Statistician Engineer