SeongJoon Yoon muk-jjang

2023.12: 경희대학교 산업경영공학과 학술대회 장려상
2023.12: 경기도 자율주행센터 2D 객체탐지 은상 (융합기술연구원 주체)
2024.04: 경희대학교 창의자율과제 공모전 선정

SEONGJOON YOON

🎓 Undergraduate Student at Kyung Hee University

I’m interested in solving optimization problems such as logistics and routing problems through reinforcement learning.

KHU AIMS LAB Undergraduate Research Student
Kyung Hee University | 2024.01 - Present
Department of Software Convergence
Kyung Hee University | 2024.03 - Present
Department of Industrial and Management Engineering
Kyung Hee University | 2022.03 - Present

Project Title	Description	Period
Optimizing Bundled Delivery Routes Using Reinforcement Learning in Dynamic Event Situations	Route optimization in dynamic events using the RL4CO framework. Example: Assigning drivers to deliveries during dynamic events.	2024.04 - Present
Combining Plastic Texture Data Augmentation Techniques for Reverse Vending Machine System	Implementing an RVM system in line with Korean recycling policies(EfficientNet, ResNet ,Light U-Net)	2024.04 - 2024.06
Recommend Accommodations and Routes Based on Jeju Island Travel Log Data	Using algorithms like Xgboost, MF-SVD to recommend accommodations. Optimizing routes to recommended destinations using OR-Tools.	2024.01 - 2024.02
2D Object Detection Contest by Gyeonggi-do Autonomous Driving Center	Detecting pedestrians, bicycles, trucks, cars, buses, and motorcycles using YOLOv5. Using HIC-YOLOv5 for detecting small objects.	2023.10 - 2023.12
CJ Logistics Distribution Strategy and Optimal HUB Determination	Determining the best locations for hub terminals using Gravity Model and Demand Allocation Model.	2023.05 - 2023.07
Analyzing Lecture Reviews with LDA Topic Modeling in Everytime Application	Participated in data crawling for analysis.	2023.04 - 2023.05
Textual Emotion Analysis and Image-Based Emoticons-Recommendation System	Labeling data sentiment using GPT API. Fine-tuning BERT and analyzing emoji emoticon similarity using CLIP.	2023.01 - 2023.02