Alice Dumay

Senior Supply Chain Scientist at Lokad
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Contact Information
us****@****om
(386) 825-5501
Location
Paris, Île-de-France, France, FR

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Iris Berthold

Alice has pushed our project "Intention and Sentiment Analysis on Article Comments" at IABG with her experience in working with neural networks. Within the project she mainly focused on hyperparameter tuning of BERT, improving our own sentiment dataset and developing a metric to measure polarity / emotional controversy between comments. Alice is always motivated to take over responsibilities, like moderating meetings or presenting the project within the company. For me, I have been most impressed by her quick comprehension when it comes to mathematical correlations as well as displaying information in an understandable way.

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Experience

    • France
    • Software Development
    • 1 - 100 Employee
    • Senior Supply Chain Scientist
      • Jan 2023 - Present

      Optimization of inventory decisions of the customers in Retail and Aeronautics:Understand, lead, and optimize supply chain processesImplementation of scalable Machine Learning predictive modelsDesign of quantitative strategies to achieve overall optimization: purchasing and dispatching strategies, budget optimizationCreation of relevant reports and user interfacesDocumentation and trainingRefinement of the solutions to keep them aligned with customers' needs

    • Supply Chain Scientist
      • Jan 2022 - Jan 2023

      Client-facing role working with businesses to implement Lokad's probabilistic forecasting technology to deliver automated predictive analytics for supply chain optimizationRead more about my role here: https://www.lokad.com/the-supply-chain-scientist

    • Financial Services
    • Founder
      • Jan 2021 - Jan 2022

      Develop a platform to facilitate investment in corporate social responsibility Connecting companies looking for a good image with hospitals that have specific needs. Companies value the donation they make to hospitals with a label. Develop a platform to facilitate investment in corporate social responsibility Connecting companies looking for a good image with hospitals that have specific needs. Companies value the donation they make to hospitals with a label.

    • Germany
    • Think Tanks
    • 500 - 600 Employee
    • Project manager "Intention and sentiment analysis"
      • Jan 2021 - Jul 2021

      - Crawling online media news (article and comments) - Deeply analyzing the comments (statistical methods, Machine Learning) - Performing Natural Language Processing with state-of-the-art methods (BERT, GPT-2) - Using Few-shot Learning methods - Crawling online media news (article and comments) - Deeply analyzing the comments (statistical methods, Machine Learning) - Performing Natural Language Processing with state-of-the-art methods (BERT, GPT-2) - Using Few-shot Learning methods

    • Germany
    • Think Tanks
    • 500 - 600 Employee
    • Deep Neural Networks verification
      • Jul 2020 - Aug 2020

      - Building a tool for Neural Networks verification for autonomous cars - Analyzing dependability on a neural network and studying the literature - Adapting a Deep Neural Network implementation to TensorFlow2 - Building a tool for Neural Networks verification for autonomous cars - Analyzing dependability on a neural network and studying the literature - Adapting a Deep Neural Network implementation to TensorFlow2

    • France
    • Research
    • 1 - 100 Employee
    • Quality Manager
      • Oct 2018 - Dec 2019

      - A Junior Enterprise: non-profit engineering organization run by students - Making strategic decisions, verifying the quality of documents, writing processes - Developing team management skills, ability to unite and to get an entrepreneur mindset - A Junior Enterprise: non-profit engineering organization run by students - Making strategic decisions, verifying the quality of documents, writing processes - Developing team management skills, ability to unite and to get an entrepreneur mindset

    • France
    • IT Services and IT Consulting
    • 100 - 200 Employee
    • Business Intelligence Engineer
      • Jul 2019 - Aug 2019

      - Using the Microsoft software PowerBI - Creating visualization tables of the company's performances - Creating visualization tables of quality indicators, for an ISO certification - Using the Microsoft software PowerBI - Creating visualization tables of the company's performances - Creating visualization tables of quality indicators, for an ISO certification

    • Finalist Banking Innovation
      • Jan 2019 - Jun 2019

      - Involved in an innovation challenge to disrupt the banking sector - Focused on blockchain to make loans more efficient - Reached the final - Redaction of a business plan, study of the market, technical sketch - Involved in an innovation challenge to disrupt the banking sector - Focused on blockchain to make loans more efficient - Reached the final - Redaction of a business plan, study of the market, technical sketch

Education

  • Georgia Institute of Technology
    Master in Computer Science (Metz & Atlanta), GPA 4.0/4.0
    2020 - 2021
  • EURECOM
    Data Sciences & Engineering (Sophia Antipolis)
    2019 - 2021
  • IMT Atlantique
    Technology Engineer (Brest)
    2018 - 2021
  • Lycée Aux Lazaristes
    Preparatory classes (Lyon)
    2016 - 2018
  • Lycée Notre Dame de La Merci
    A levels with first class honors, Mention Très Bien (Montpellier)
    2016 - 2016

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