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jayarnim/README.md

Hi, there 👋

Hello, I am a Data Scientist. My research focuses on addressing epistemic uncertainty that arises in data analysis, machine learning engineering and AI applications, primarily using Bayesian methods. My main research area is recommender systems. I became interested in this field by recognizing the conceptual parallels between my undergraduate training in Economics—particularly in modeling consumer preferences and choices—and personalized algorithms that infer user preferences and recommend items. Looking ahead, I plan to extend my research into auction theory, which incorporates Bayesian approaches within a game-theoretic framework.

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  1. BACF BACF Public

    Wang, J., & Lee, J. (2025). Applied Sciences, 15(19), 10402.

    Jupyter Notebook 1

  2. M2-PJT_TXT M2-PJT_TXT Public

    <텍스트애널리틱스> 학기말 프로젝트 (석사과정 2차 학기)

    Jupyter Notebook

  3. M2-PJT_STATS M2-PJT_STATS Public

    <통계분석론> 학기말 프로젝트 (석사과정 2차 학기)

    Jupyter Notebook

  4. M1-PJT_DL M1-PJT_DL Public

    <딥러닝입문> 학기말 프로젝트 (석사과정 1차 학기)

    Jupyter Notebook