Curriculum vitæ

Education

• M.Sc. in Artificial Intelligence, Ecole Centrale Paris, 2022
• MiM, ESSEC Business School, Paris/Singapore 2022
• CPGE in Engineering, Collège Stanislas, 2017

Work experience

• Jan. 2022 – present: BCG GAMMA - Data Scientist

• May – Dec. 2022: BCG GAMMA - Visiting Data Scientist
  • Development of an Advanced Analytics pilot for a luxury brand aiming at personalizing the multi touchpoint customer experience
  • Implemented a demand planning pipeline for a pharmaceutical company with 6+ time series models showing a 10% increase in forecast accuracy
• Feb. – July 2021: Richemont - Data Scientist Intern
  • Creation of a scoring model and recommendation engine for 30m customers based on transactions and Google Analytics data
  • Deployed and automated the solution on GCP for integration into the clienteling application
  • Performed behavioral analysis and customer segmentation for two maisons of the group
• Aug. – Feb. 2021: Amazon - Business Intelligence Intern
  • Developed a daily automated report in python for a full team of 20 developers to monitor data pipelines on AWS
  • Designed and prioritized projects for the forecasting the global on-time delivery accuracy using ML models
• Jan. – June 2020: ESSEC Business School - Research Assistant
  • Developed an automated data collection and cleaning tool to extract information from over 20,000 semi-structured brokers’ reports, using pandas, Tesseract and Google APIs

Skills

• Machine learning
  • pandas & numpy
  • Scikit Learn
  • Tensorflow
  • Keras
• Programming languages
  • Python
  • R
  • SQL
  • LaTeX
• Cloud computing
  • Google Cloud Platform
  • AWS
  • AirFlow
• Data visualization
  • Matplotlib
  • Seaborn
  • Plotly/Dash
  • Tableau

CV

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