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  • South Korea

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OSEOJ/README.md

Hi, I'm Jo Yeongseo

I'm currently a Medical Image AI Researcher at Asan Medical Center based in Seoul, South Korea. I'm passionate about applying AI across diverse domains — from medical to finance — and exploring how data-driven approaches can solve real-world problems.

Things I code with

Python PyTorch HuggingFace scikit-learn Optuna SHAP OpenCV SimpleITK NumPy Pandas Matplotlib Seaborn git Docker Linux

Research & Projects

  • CXR-Based CAC Score Prediction Asan Medical Center_2026.01~
    Deep learning research for predicting Coronary Artery Calcium Score from Chest X-Ray.
  • IPO Adjustment Risk Prediction DB Insurance_2026.02
    Multi-task learning model for predicting IPO price adjustment risk.
  • Stock Price Prediction with ConTime-LSTM University of Ulsan_2025.07
    Stock price forecasting using Continuous-Time LSTM with Neural ODE.
  • LLM-OCR Based Prospectus Information Extraction FnPricing_2025.04
    Adaptive OCR alignment and Product-specific prompt optimization.
  • LendingClub Credit Default Prediction Seoul National University_2025.03
    Credit default prediction on imbalanced loan data using ensemble models.
  • Jeju Wind Turbine Location Selection Korea National Oil Corporation_2024.10
    Optimal wind turbine site selection in Jeju Island using GIS analysis and AHP.

GitHub Activity

github-snake

Popular repositories Loading

  1. IPO-Adjustment-Risk-Prediction IPO-Adjustment-Risk-Prediction Public

    Early identification of IPO short-term adjustment risk via nonlinear price formation analysis

    Python

  2. Stock-Price-Prediction-with-ConTime-LSTM Stock-Price-Prediction-with-ConTime-LSTM Public

    Continuous-Time BiLSTM with Neural ODE for SPY stock return forecasting and backtesting

    Python

  3. Jeju-WindTurbine-Location-Selection Jeju-WindTurbine-Location-Selection Public

    Wind turbine site selection for Jeju Island using AHP multi-criteria analysis on a 100m grid

    Jupyter Notebook

  4. LendingClub-Credit-Default-Prediction LendingClub-Credit-Default-Prediction Public

    Predicting P2P loan defaults using only pre-loan information

    Python

  5. OSEOJ OSEOJ Public

  6. CXR-Based_CAC_Score_Prediction CXR-Based_CAC_Score_Prediction Public

    Coronary Artery Calcium score prediction from chest X-ray using multi-view patch fusion with EVA-X and CORAL ordinal regression

    Python