Period:  MS/PhD Program (2021.03 - 2026.02)

Degrees:  Ph.D. in Industrial Engineering (2026.02) & B.A. in Economics & Finance (2020.02, Cum Laude, Minor in Finance), Hanyang University

Dissertation:  Representation Learning in Financial Markets for Portfolio Management

Placement:  RiskX (Quantitative AI Researcher)

Period:  Assistant Teaching Professor (2022.03 - 2023.02)

Degrees:  Ph.D. in Industrial Engineering, Seoul National University (2019.08), B.Sc. in Industrial & Management Engineering and Mathematics, POSTECH (2013.02)

Dissertation:  Instance-based Entropy Classifier for Imbalanced Classification Problem

Placement:  Gachon University (Assistant Professor @ Department of Artificial Intelligence)

Period:  Post-Doc (2020.09 - 2021.02)

Degrees:  Ph.D. (2020.08) & B.Sc. (2014.02) in Industrial Engineering, Seoul National University

Dissertation:  Complex Network Analysis of Financial Market using Link Prediction

Placement:  Mirae Asset Global Investment (Manager @ OCIO Research Center)

Period:  MS Program (2023.09 - 2026.02)

Degrees:  M.Sc. in Industrial Engineering, Hanyang University (2026.02), B.A. in Economics (Double Major in Data Science), University of Seoul (2023.02)

Thesis:  Strategy-Level Reinforcement Learning Framework for Portfolio Management

Placement:  PwC Consulting (AI Intern)

Period:  MS Program (2023.09 - 2026.02)

Degrees:  M.Sc. (2026.02) & B.Sc. (2023.08, Summa Cum Laude, Double Major in Computer Science) in Industrial Engineering, Hanyang University

Thesis:  Multivariate Financial Time-Series Generation with Asset-Independent GANs

Placement:  Mirae Asset Life Insurance (AI Engineer in Generative AI)

Period:  Undergraduate RA & MS Program (2023.02 - 2025.08)

Degrees:  M.Sc. (2025.08) & B.Sc. (2023.08, Summa Cum Laude, Minor in Big Data Science) in Industrial Engineering, Hanyang University

Thesis:  Heterogeneous Graph Attention with Inverted Transformers for Stock Return Prediction

Placement:  SK Hynix (Data Scientist)

Period:  Undergraduate RA & MS Program (2022.03 - 2024.08)

Degrees:  M.Sc. (2024.08) & B.Sc. (2022.08) in Industrial Engineering, Hanyang University

Thesis:  VQ-TEGAN: Data Augmentation with Text Embedding for Few-shot Learning

Placement:  LG Energy Solution (Data Scientist)

Period:  BS/MS Program (2020.09 - 2023.02)

Degrees:  M.Sc. (2023.02) & B.Sc. (2021.08, Cum Laude) in Industrial Engineering, Hanyang University

Thesis:  Credit delinquency classification models using non-financial data and heterogeneous ensemble learning

Placement:  PwC Consulting (AI Consultant)

Period:  BS/MS Program (2020.09 - 2023.02)

Degrees:  M.Sc. (2023.02) & B.Sc. (2021.08, Summa Cum Laude) in Industrial Engineering, Hanyang University

Thesis:  Hierarchical risk parity strategy using peripheral nodes-driven security selection

Placement:  The University of Illinois at Urbana-Champaign (Ph.D. Program @ Department of Industrial & Enterprise Systems Engineering)