Yu DU, PhD

R&D engineer, Data scientist at Appvizer
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Contact Information
us****@****om
(386) 825-5501
Location
Montpellier, Occitanie, France, FR

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Credentials

  • Natural Language Processing Specialization
    Coursera
    Nov, 2021
    - Nov, 2024
  • Google Cloud Big Data and Machine Learning Fundamentals
    Coursera
    Sep, 2021
    - Nov, 2024
  • How Google does Machine Learning
    Coursera
    Sep, 2021
    - Nov, 2024
  • Deep Learning Specialization
    Coursera
    Jul, 2021
    - Nov, 2024
  • Introduction to Machine Learning in Production
    Coursera
    Jun, 2021
    - Nov, 2024
  • Machine Learning Data Lifecycle in Production
    Coursera
    Jun, 2021
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    Jun, 2021
    - Nov, 2024

Experience

    • France
    • Online Audio and Video Media
    • 1 - 100 Employee
    • R&D engineer, Data scientist
      • Jan 2022 - Present

      The aim of this position is to construct machine/deep learning models that provide users with personalized recommendations (e.g., mobile apps, articles etc.) regarding their behaviours/actions. To achieve this, it may require leveraging multiple domains such as NLP, RS, IR and KE. The aim of this position is to construct machine/deep learning models that provide users with personalized recommendations (e.g., mobile apps, articles etc.) regarding their behaviours/actions. To achieve this, it may require leveraging multiple domains such as NLP, RS, IR and KE.

    • France
    • Research
    • 200 - 300 Employee
    • Phd researcher
      • Oct 2018 - Dec 2021

      The thesis accounts for performance improvement of recommender systems, by means of integration of semantic aspects, notably the ontologies and the semantic web. The thesis accounts for performance improvement of recommender systems, by means of integration of semantic aspects, notably the ontologies and the semantic web.

    • France
    • Research Services
    • 700 & Above Employee
    • Researcher & engineer
      • Feb 2017 - Apr 2018

      In the context of the "supply chain & durable development", the missions consisted of designing and developing a Knowledge-based system (KBS) based on semantic web technics, allowing to represent and visualize the works done by researchers within the organization, in a dynamic and appropriate manner. The developed application has the capacity to help researchers find relevant documents in a knowledge level. In the context of the "supply chain & durable development", the missions consisted of designing and developing a Knowledge-based system (KBS) based on semantic web technics, allowing to represent and visualize the works done by researchers within the organization, in a dynamic and appropriate manner. The developed application has the capacity to help researchers find relevant documents in a knowledge level.

Education

  • IMT Mines Alès
    Doctor of Philosophy - PhD, Informatique, Data science
    2018 - 2021
  • Université de Montpellier
    Master's degree, Données, connaissance et langage naturel
    2015 - 2017
  • Université Clermont Auvergne
    Licence, Informatique

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