
Jeonghwan Lee
Software Engineer

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About me
Software Engineer
Education

Imperial College London
2017 - 2021Master 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 2024Software EngineerServing 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- View certificate

Java Programming I
University of HelsinkiMar 2022 - View certificate

Python for Data Science, AI & Development
CourseraNov 2020 - View certificate
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AWS Certified Solutions Architect – Associate
Amazon Web Services (AWS)Aug 2022 - View certificate

Deep Learning Specialization
DeepLearning.AIAug 2024 - View certificate

Fundamentals of Reinforcement Learning
CourseraDec 2020 - View certificate

Foundations of Business Strategy
CourseraDec 2020 - View certificate

Advanced Business Strategy
CourseraMar 2021 - View certificate

Programming for Everybody (Getting Started with Python)
CourseraNov 2020 
Google for Developers Machine Learning Bootcamp
Google Developers GroupJul 2024
Languages
- enEnglish
- koKorean
- chChinese
- spSpanish
- jaJapanese
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