Summary

Quant AI Researcher at Qraft Technologies. M.S. in Artificial Intelligence at Kyung Hee University (2025). Research at the intersection of deep learning and finance — empirical asset pricing, portfolio optimization, and prediction-market microstructure.

Education

• Artificial Intelligence

  2025-02
  Kyung Hee University

  GPA: 4.08 / 4.3
• Software Convergence

  2023-08
  Kyung Hee University

  GPA: 3.527 / 4.3
• 2018-02
  Daesin High School

Work Experience

• Quant AI Researcher

  2025-03 -
  Qraft Technologies

  Building deep asset pricing and portfolio optimization systems for AI-driven asset management.
• 청년인턴 · 개인디지털채널부

  2023-01 - 2023-02
  IBK 기업은행

  슈퍼 앱 UI/UX 리서치

Skills

Publications

• Two-Stage Portfolio Optimization Framework Using CNN-Based Stock Chart Analysis

  2025
  Kyung Hee University Graduate School

  M.S. thesis — Two-stage framework combining CNN-based chart image scoring and portfolio-level allocation.

  View Publication
• 딥러닝 네트워크를 활용한 주식 가격 결정 모델

  2023
  대한산업공학회 춘계공동학술대회논문집

  Empirical asset pricing on KOSPI using an autoencoder-style deep factor model (Gu, Kelly, Xiu 2021 framework).

  View Publication

Languages

• Korean

  Native
• English

  Professional working

Interests

• Quantitative Finance

  asset pricing, portfolio optimization, factor models, risk management
• Deep Learning for Finance

  reinforcement learning for trading, NLP for sentiment analysis, computer vision on charts
• Alternative Data

  prediction markets, financial time series, multimodal data