Jeonghwan Lee

Jeonghwan Lee

Software Engineer

Followers of Jeonghwan Lee148 followers
location of Jeonghwan LeeVancouver, British Columbia, Canada

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  • Timeline

  • About me

    Software Engineer

  • Education

    • Imperial College London

      2017 - 2021
      Master of Engineering - MEng Computational Biomedical Engineering

      · Master’s thesis - Siamese neural network for question-answering in an Information Retrieval system· Master’s project is related to Machine Learning in Natural Language Processing - developing ”A.I. Lawyer” for lawyers in BarefootLaw, a Non-Goverment Organisation (NGO) helping underprivileged people in Uganda

  • Experience

    • Alternative Military Service

      Aug 2021 - Aug 2024
      Software Engineer

      Serving as a software engineer at a government-awarded enterprise during a three-year alternative military service in Korea.- Electronic Joint Certificate System Development: Spearheaded the development of an Electronic Joint Certificate System using Spring Boot, leveraging Java’s multithreading and concurrency, resulting in a 30% reduction in the system’s baseline processing time. - Relay Server Optimization: Orchestrated a strategic refactoring initiative for pre-existing relay servers while optimizing and implementing advanced functionalities, leading to a 15% increase in server responsiveness speed. - AI R&D Leadership: Led the development of a fraud detection AI model within the company’s authentication product, achieving 92% accuracy; played a pivotal role from proposal crafting to final presentations, securing $1.2 million in research funding. - AWS Architecture Implementation & Production Deployment: Architected a robust, scalable, and secure solution for company products by leveraging AWS’s microservice architecture; enhanced system security by crafting customized AWS WAF rules, leading to a 40% reduction in invalid, spam requests. - Backend Processing Optimisation: Optimized backend processing speed by 30% through the implementation of asynchronous data exchange using Ajax and displayed data with DataTables in the company’s back-office program.My national service has concluded as of August 2024. Show less

  • Licenses & Certifications

    • Grade 5 Theory & Piano (Distinction)

      ABRSM
    • Java Programming I

      University of Helsinki
      Mar 2022
      View certificate certificate
    • Python for Data Science, AI & Development

      Coursera
      Nov 2020
      View certificate certificate
    • AWS Certified Solutions Architect – Associate

      Amazon Web Services (AWS)
      Aug 2022
      View certificate certificate
    • Deep Learning Specialization

      DeepLearning.AI
      Aug 2024
      View certificate certificate
    • Fundamentals of Reinforcement Learning

      Coursera
      Dec 2020
      View certificate certificate
    • Foundations of Business Strategy

      Coursera
      Dec 2020
      View certificate certificate
    • Advanced Business Strategy

      Coursera
      Mar 2021
      View certificate certificate
    • Programming for Everybody (Getting Started with Python)

      Coursera
      Nov 2020
      View certificate certificate
    • Google for Developers Machine Learning Bootcamp

      Google Developers Group
      Jul 2024