Summary
Overview
Work History
Education
Skills
Affiliations
Software
Certification
Timeline
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Seung Ju Yun

Gwangju,29

Summary

I am currently pursuing a Master's degree with a research focus on medical AI.
The healthcare domain presents uniquely complex and individualized challenges that require not only pattern generalization but also logical, mechanistic reasoning.
I believe that addressing such challenges can drive meaningful progress in the broader field of artificial intelligence.
My current research explores evolutionary algorithms and federated learning, with future plans to investigate RAG-LLM and unstructured data embedding techniques.

Overview

4
4
years of professional experience
2
2
Certifications

Work History

Research Assistant

Chonnam National University Hospital
11.2023 - 12.2024

- Participated in the development and management of the Clinical Data Warehouse (CDW)

- Built OMOP-CDM from local hospital data sources

- Developed ETL pipelines using Apache Airflow to integrate local clinical data from hospital systems.

- Performed data quality management for clinical datasets

- Extracted research datasets for clinical and biomedical studies


Software Developer

Human IT Solution
04.2021 - 11.2023

- Developed web applications for smart factories using C# ASP.NET and MSSQL

- Designed and maintained MES systems integrated with IoT devices for various industries including metal manufacturing, food production, shipbuilding, and steel

  • - Developed and maintained ERP solutions tailored for smart factory environments

Education

M.S. in Data Science (Expected August 2025) - Data Science

Chonnam National University
Gwangju
04.2001 -

Bachelor of Engineering - Computer Engineering

Chonnam National University
Gwangju
04.2001 -

Skills

Programming & Frameworks: C#, ASPNET, Java (MVC), Python

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Affiliations

  • - Graduate School of Data Science, Chonnam National University

Software

Git

DBeaver, SQL Server Management Studio

VS Code, Visual studio code, Cursor

Certification

Engineer Big Data Analysis Certificate

Timeline

Engineer Information Processing Certificate

06-2024

Research Assistant

Chonnam National University Hospital
11.2023 - 12.2024

Engineer Big Data Analysis Certificate

07-2022

Software Developer

Human IT Solution
04.2021 - 11.2023

M.S. in Data Science (Expected August 2025) - Data Science

Chonnam National University
04.2001 -

Bachelor of Engineering - Computer Engineering

Chonnam National University
04.2001 -

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Seung Ju Yun