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Exemple de missions de Mélanie,
Data Scientist freelance

• Lead Data Scientist Consultant

  Capgemini Invent, Toulouse
  Jan 2022 - Jan 2025

  Realization of data consulting mission :
  • Data Scientist Manager for a project for Saint Gobain in Brazil to detect
  quality issues on the project line of one of their factory. Technical environment Python, GitHub, Azure Devops, ML and 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 profiler 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.

• Lead Data Scientist and Technical Referent

  umlaut, Toulouse
  Jan 2020 - Jan 2022

  Lead research and development of micro-services architecture for the creation of a ”Designer Assistant” for Airbus.

• Data Scientist Consultant

  umlaut, Toulouse
  Jan 2019 - Jan 2020

  Realization 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 ontology 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 Configuration Management teams.

• Data Scientist Engineer

  P3 Group, Toulouse
  Jan 2018 - Jan 2019

  Realization of data analysis, data science and natural language processing
  projects on behalf of Airbus within the P3 Digilab:
  • Project to predict the impact of a TRS (Technical Repercussion Sheet)
  on the SRM (Structure Repair Manual) for A380 using NLP methods(design and prototype).
  • Project to predict Lead Time and Cost of a Change Request thanks
  to machine learning method: design, prototype and industrialization in
  Airbus environment (skywise).

• Data Scientist

  Thales Avionics, Toulouse
  Jan 2017 - Jan 2017

  Proof of Concept of the application of methods for data analysis via machine
  learning for the large-scale validation of the Flight Management System :
  • Implementation of unsupervised learning algorithms to cluster trajectories on the vertical profile according to relevant discrimination criteria.
  • Detection of outliers trajectories on the vertical profile.

• Data Scientist & Developer

  Airbus environment (skywise).Tech’4’Team, Paris
  Jan 2016 - Jan 2016

  Lead statistical studies and R & D to improve predictive models regarding the
  demand for sports and cultural events.

• Project Engineer

  Météo France, Fort de France
  Jan 2015 - Jan 2015

  • Develop a model for forecasting the production of the photovoltaic plant
  of Salt River from numerical
  • Evaluate satellite products to solar radiation available for Martinique.

• Project Officer

  French embassy, Berne, Switzerland
  Jan 2014 - Jan 2014

  Drafting a weekly magazine on economic and financial news in Switzerland
  and writing a position paper on the cantonal banks and a note on the FrancoSwiss trade.