About Me

Hello, I'm a master's student at the IAI Lab, Kyung Hee University.
My major is Big Data Analytics,
and I earned my bachelor's degree in Industrial and Management Systems Engineering.

Skills

All Languages Frameworks Tools

Python

Java

HTML

JavaScript

CSS

React

Node

Flask

Django

Langchain

Git

Chrome DevTools

npm

Notion

VS Code

Cursor AI

MySQL

PostgreSQL

MongoDB

Docker

AWS

GCP

Education & Experience

For more information, have a look at my curriculum vitae .

IAI Lab. in Kyung-Hee Univ. Mar. 2023 - Feb. 2026

M.S. Big Data Analytics
KT Aivle School Oct. 2023 - Feb. 2024

Fullstack Developer Boot Camp
AI Front Back
Kyung-Hee University Mar. 2017 - Feb. 2023

B.A. Industrial and Management Systems Engineering

Side Projects

Newspeace - AI 기반 뉴스 감성 분석 서비스

2023.7 ~ 2023.8 • KT AIVLE School

Team Project, AI Service, Sentiment Analysis

Django React FinBERT AWS

Monte Carlo 시뮬레이션 기반 자산 수익률 분석

2022.9 ~ 2022.12 • 경희대학교 산업경영공학과

Course Project, Financial Data Analysis

Python Monte Carlo CVXPY

개인 포트폴리오 웹사이트

2024.1 ~ 진행중

Portfolio, Personal Website

Jekyll SCSS JavaScript

Research Projects

설비 및 공정 통합 관제를 위한 제조 특화 SLM 개발

2025.3 ~ 2026.2 • 한화모멘텀

SLM, Manufacturing

Process Control Smart Factory

머신러닝을 활용한 디스패칭 규칙 자동생성 및 고도화

2024.10 ~ 2025.3 • CSPI

Dispatching Rule, Machine Learning

Scheduling Optimization

생성형 AI 및 스몰데이터 기반 온디바이스 AI 품질 검사 최적화

2024.07 ~ 2026.02 • 주력산업IT융합사업, 산업통상자원부

Generative AI, On-device AI

Quality Inspection Small Data

자율운항 성능 고도화를 위한 해상환경 학습 데이터셋 구축

2024.03 ~ 2024.12 • 국방벤처혁신기술지원사업, 방위사업청

Autonomous Navigation, Marine Dataset

Defense Data Collection

Publications

International Journal

Sol Jeong and Jae-Yoon Jung*

An LLM-based Question Answering Framework for Industrial IoT Data Using Text-to-SQL

Under preparation • in preparation

LLM Text-to-SQL Industrial IoT

International Conference

Sol Jeong, Minsik Kim, Myeong-Gu Kang, and Jae-Yoon Jung*

Wind power generation forecasting using explainable artificial intelligence

The 7th International Conference on Computational Intelligence and Intelligent Systems (CIIS 2024) • Nov 2024

Transformer Time-series Forecasting Explainable AI

Domestic Conference

정솔, 김민식, 강명구, 정재윤*

Text-to-SQL을 활용한 관계형 데이터베이스 연동 LLM 기반 질의응답 시스템

2025 한국전자거래학회 추계학술대회 • Dec 2025

LLM Text-to-SQL Question Answering

정솔, 한영석, 정재윤*

TrackLens: 객체 추적 모델의 설명가능 기법

대한산업공학회/한국경영과학회/한국시뮬레이션학회 춘계공동학술대회 • Jun 2025

Multiple Object Tracking Explainable AI Computer Vision

Contact

Feel free to reach out for collaboration, research opportunities, or just to say hi!

연구 협업이나 궁금한 점이 있으시면 편하게 연락주세요.

bohomi1995j@gmail.com

Hi, I'm Sol JEONG,