Zuokun OUYANG

Zuokun OUYANG

Software Engineer Intern

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location of Zuokun OUYANGBeijing, China

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  • Timeline

  • About me

    Marketing Strategy Algorithm Engineer @ Meituan.com | PhD in Computer Science

  • Education

    • Université d'Orléans

      2017 - 2018
      Master of Science - MS Computer Science
    • Université d'Orléans

      2019 - 2023
      Doctor of Philosophy - PhD Computer Science and Signal Processing

      Dissertation: Time Series Forecasting: From Econometrics to Deep Learning (defended July 11th, 2023)

    • Polytech Orléans

      2015 - 2018
      Engineer's degree Computer Engineering
    • Polytech Orléans

      2015 - 2016
      ERASMUS exchange program Physical engineering and embedded systems

      Erasmus Mundus program

    • 北京理工大学

      2012 - 2016
      Bachelor of Engineering - BE Electrical and Electronics Engineering 3.6/4.0

      Faaliyetler ve Topluluklar:Vice president of the association of Chinese calligraphy

  • Experience

    • EContent Store SARL

      Jan 2017 - Jan 2017
      Software Engineer Intern

      • Acted as one of the core developers of the Android development team.• Implemented key enhancements and upgrades for AR functionalities, encompassing improved technique selection, natural feature training pipeline, and numerous bug fixes.• Developed a WebGL tool for natural features training to improve rendering performance.• Wrote software design documentation and related interface documentation, as well as user manuals for the WebGL tool.

    • ATTILA

      Jan 2018 - Jan 2018
      Data Analyst Intern

      • Evaluated performance metrics of numerous franchise agencies.• Performed a literature review on time series analysis: ARIMA, State Space, Decomposition, etc.• Assessed econometric/ML models for time series forecasting: ARIMA, ETS, Theta, SVR, LSTM.

    • ATTILA

      Jan 2019 - Jan 2022
      Data Scientist & Machine Learning Engineer

      • Assessed various internal metrics across franchise agencies with time series analysis tools to identify key performance indicators.• Performed customer segmentation and developed forecasting models with econometrics and deep learning methods for customer number, revenue, and other key metrics.• Worked with cross-functional teams to develop a user-friendly internal tool for managers to forecast their data easily to support business decisions.

    • Université d'Orléans

      Jan 2023 - Jan 2023
      Temporary Research Assistant & Assistant Lecturer (ATER)

      Lecturer for the following courses:• Signals and Linear Systems (EPL3CI13).• Embedded Systems Projects (EPL2CI03).• Introduction to Signal Processing (EPL4CI04).• Mathematics and Computer Science Basics (EPL2CI13).• Acquisition Systems and Signal Processing (EPL2IA01).

    • Meituan

      Jan 2023 - now
      Marketing Strategy Algorithm Engineer
  • Licenses & Certifications

    • Structuring Machine Learning Projects

      Deeplearning.ai
      Oct 2020
      View certificate certificate
    • A Crash Course in Causality: Inferring Causal Effects from Observational Data

      Coursera
      Oct 2023
      View certificate certificate
    • Sequences, Time Series and Prediction

      Deeplearning.ai
      Aug 2020
      View certificate certificate
    • Deep Learning Nanodegree Foundations Program

      Udacity
      Jul 2018
      View certificate certificate
    • Object Oriented Programming in Java

      Coursera
      Jun 2017
      View certificate certificate
    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Deeplearning.ai
      Sept 2020
      View certificate certificate
    • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

      Deeplearning.ai
      Aug 2020
      View certificate certificate
    • Sequence Models

      Deeplearning.ai
      Aug 2020
      View certificate certificate
  • Volunteer Experience

    • Organiser and actor

      Issued by Orléans Métropole on Feb 2017
      Orléans MétropoleAssociated with Zuokun OUYANG