Yuri Han
AI Research Engineer
I am an AI Research Engineer focusing on data-centric approaches, with experience developing computer vision models and optimization algorithms for real-world products.
Recently, I have been exploring various fields in AI—including Robot Learning, model lightweighting, and Auto-Labeling—and I record my learning journey here.
GitHub
LinkedInEducation
2020 — 2022
M.S. in Industrial Management and Engineering
KyungHee University
2015 — 2020
B.S. in Industrial Management and Engineering
MyongJi University
Experience
2025.09 — 2025.11
Research Associate (Contract)
University Industry-Academic Cooperation Foundation
Research on Data Quality.
2025.01 — 2025.03
AI Research Internship
Humanoid Company
Developed AI models for humanoid robot control in simulation.
2024.11 — 2025.06
AI Researcher
Computer Vision Company
Developed AI models for worker safety monitoring and industrial product defect detection.
2023.10 — 2024.11
Data Analysis
Logistic Company
Developed a batch order picking algorithm and KPI dashboard.
Publications
Processes 2025
Cost-Efficient Active Transfer Learning Framework for Object Detection from Engineering Documents
Yu-Ri. Han, et al.
Read paper →
Nanomaterials 2023
Conversion of Natural Biowaste into Energy Storage Materials and Estimation of Discharge Capacity through Transfer Learning in Li-Ion Batteries
Murugan Nanthagopal, Devanadance Mouraliraman, Yu-Ri Han, et al.
Read paper →
Journal of Energy Storage 2023
Convolutional Autoencoder-based SOH Estimation of Lithium-ion Batteries Using Electrochemical Impedance Spectroscopy
Josue Obregon, Yu-Ri Han, et al.
Read paper →
Awards
2021.12
Grand Prize – Smart Factory Operations Design
Ministry of Trade, Industry and Energy (MOTIE), Republic of Korea
Skills
PythonPyTorchMySQLData-CentricComputer VisionRobot LearningOptimizationModel Compression
GitHub
LinkedIn