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Pei-Yun Sun

Pei-Yun Sun

Intern

Followers of Pei-Yun Sun407 followers
location of Pei-Yun SunMelbourne, Victoria, Australia

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  • Timeline

  • About me

    Data Engineer @ Virgin Australia | PhD

  • Education

    • University of Melbourne

      2018 - 2019
      Master of Data Science 86.688

      Thesis: Identification and Classification of Trucks and Trailers on the Road Network through Deep Learning

    • 澳大利亚墨尔本大学

      2015 - 2017
      Bachelor of Science - BS Computing and Software Systems

    • Tokyo Institute of Technology

      2018 - 2019
      Exchange Computer Science 94

      Speech Emotion Recognition.Developed a multimodal (speech & text) with BERT and Gated-CNN

    • University of Melbourne

      2020 - 2024
      Doctor of Philosophy (Maths and Stats)

      Thesis: Statistical Learning on Model Selection and Prediction for Sequence Data

  • Experience

    • Industrial Technology Research Institute (ITRI)(工業技術研究院, 工研院)

      Dec 2017 - Feb 2018
      Intern

      Developed an iOS application for capturing depth maps and extracting accelerometer & gyroscope data for facial recognition researchImplemented Motion-Adaptive Depth Super-resolution algorithm with MATLAB to enhance the resolution of depth maps using optical images

    • University of Melbourne

      Nov 2019 - Jan 2022

      Gave theoretical and practical tutorials and marked assessments including projects and examinationsSubjects: Machine Learning, Thinking and Reasoning with Data, Multivariate Statistics for Data Science, Statistical Modelling for Data Science Worked on research projects at Melbourne eResearch Group (MEG).Improved the heavy vehicle classification model and adding more features: counting, direction of travel.Worked on other computer vision projects: breeds and emotion recognition for pets, gender-age-emotion recognition for people.

      • Tutor

        Feb 2019 - Jan 2022

      • Casual Software Developer

        Nov 2019 - Mar 2021

    • NAB

      Jan 2022 - Feb 2024
      Data Engineer

      Data Migration - Migrating to DatabricksData Pipelines - Built pipelines for Enterprise Wide Risk Assessment ProjectGenAI - Implemented Retrieval Augmented Generation (RAG) within Financial Service and Risk Projects

    • Virgin Australia

      Feb 2024 - now
      Data Engineer

      Analytics Engineering Team

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Pei-Yun Sun
      Dean’s Honours List 2019 University of Melbourne May 2020
    • Awarded to Pei-Yun Sun
      Melbourne Research Scholarship University of Melbourne Jan 2020
    • Awarded to Pei-Yun Sun
      Research Training Program Scholarship University of Melbourne Jan 2020
    • Awarded to Pei-Yun Sun
      Melbourne Global Scholar Award University of Melbourne Nov 2018
    • Awarded to Pei-Yun Sun
      Tokyo Institute of Technology Fund Scholarship Tokyo Institute of Technology Nov 2018