Junyoung Lee

Visiting Researcher at Tokyo Institute of Technology
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Contact Information
us****@****om
(386) 825-5501
Location
Singapore, Singapore, SG
Languages
  • Korean Native or bilingual proficiency
  • English Full professional proficiency

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Credentials

  • Google Data Analytics
    Google
    Mar, 2023
    - Oct, 2024
  • AI for Industry - Foundations in AI
    AI Singapore
    Aug, 2022
    - Oct, 2024
  • AI for Industry - Literacy in AI
    AI Singapore
    Jul, 2022
    - Oct, 2024

Experience

  • Tokyo Institute of Technology
    • Japan
    • Higher Education
    • 500 - 600 Employee
    • Visiting Researcher
      • Jul 2023 - Present

      Research on Korean tokenization techniques for natural language processing under Okazaki Lab Research on Korean tokenization techniques for natural language processing under Okazaki Lab

  • Accredify
    • Singapore
    • Information Technology & Services
    • 1 - 100 Employee
    • Data Science Intern
      • May 2023 - Present

      Retrieval Augmented Generation-based chatbot development and deployment; Data pipelines for management dashboard metrics Retrieval Augmented Generation-based chatbot development and deployment; Data pipelines for management dashboard metrics

  • National Institute of Education, Singapore
    • Singapore
    • Education Administration Programs
    • 700 & Above Employee
    • Research Assistant
      • Sep 2022 - Jul 2023

      Improving the back-end machine learning algorithm for a web-based teamwork dimensions identifier for education research purposes through natural language processing techniques Supervisor: Dr Elizabeth Koh Work presented as poster @ The 24th International Conference on Artificial Intelligence in Education (AIED 2023), Tokyo, Japan Improving the back-end machine learning algorithm for a web-based teamwork dimensions identifier for education research purposes through natural language processing techniques Supervisor: Dr Elizabeth Koh Work presented as poster @ The 24th International Conference on Artificial Intelligence in Education (AIED 2023), Tokyo, Japan

  • EPFL (École polytechnique fédérale de Lausanne)
    • Switzerland
    • Higher Education
    • 700 & Above Employee
    • Research Intern
      • May 2022 - Aug 2022

      Research Intern at the Digital and Cognitive Musicology Lab under Dr Andrew McLeod and Prof Martin Rohrmeier Project: Developing a contextualised chord embedding with symbolic harmony information through multitask learning Recipient of: ThinkSwiss Research Scholarship Asia-Pacific 2022 Scholarship of Excellence (EPFL) Research Intern at the Digital and Cognitive Musicology Lab under Dr Andrew McLeod and Prof Martin Rohrmeier Project: Developing a contextualised chord embedding with symbolic harmony information through multitask learning Recipient of: ThinkSwiss Research Scholarship Asia-Pacific 2022 Scholarship of Excellence (EPFL)

  • Nanyang Technological University Singapore
    • Singapore
    • Higher Education
    • 700 & Above Employee
    • Undergraduate Researcher
      • Dec 2020 - Apr 2022

      Completed projects - Deep learning-based approach for detection of single channel signal under noise floor Supervisor: Assoc Prof Teh Kah Chan - Computer vision-based detection of colour bands on resistors Supervisor: Dr Ji-Jon Sit - Representation learning for image denoising Supervisor: Asst Prof Wen Bihan Completed projects - Deep learning-based approach for detection of single channel signal under noise floor Supervisor: Assoc Prof Teh Kah Chan - Computer vision-based detection of colour bands on resistors Supervisor: Dr Ji-Jon Sit - Representation learning for image denoising Supervisor: Asst Prof Wen Bihan

  • Ministry of Education, Singapore (MOE)
    • Singapore
    • Education Administration Programs
    • 700 & Above Employee
    • Teaching Intern
      • Jan 2020 - Mar 2020

      - Taught and promoted active classroom discussion in Physics and Chemistry for two classes of graduating secondary school students under mentorship at Outram Secondary School - Taught and promoted active classroom discussion in Physics and Chemistry for two classes of graduating secondary school students under mentorship at Outram Secondary School

  • Band Initiative
    • Singapore
    • Music
    • Co-Founder
      • Jul 2016 - Mar 2020

      - Initiated a purely student-run island-wide project and founded inaugural ensemble of Da Capo Symphonic Winds consisting of 80 musicians from graduating batch of junior college and polytechnic students - Mentored and supervised two subsequent batches of executive committees for 2018 and 2019 runs of project - Initiated a purely student-run island-wide project and founded inaugural ensemble of Da Capo Symphonic Winds consisting of 80 musicians from graduating batch of junior college and polytechnic students - Mentored and supervised two subsequent batches of executive committees for 2018 and 2019 runs of project

Education

  • Nanyang Technological University
    Bachelor of Engineering - BE, Electrical and Electronics Engineering (CN Yang Scholars Programme)
    2020 - 2024
  • Tokyo Institute of Technology
    Overseas Final Year Project
    2023 - 2023
  • University of Waterloo
    Undergraduate Semester Exchange
    2023 - 2023
  • EPFL (École polytechnique fédérale de Lausanne)
    Undergraduate Summer Exchange
    2022 - 2022
  • National University of Singapore
    Undergraduate Semester Exchange
    2022 - 2022
  • Victoria Junior College
    GCE A Levels, 6 Distinctions

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