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jayarnim/README.md

Hi, there đź‘‹

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. 2025-AppSci-BACF 2025-AppSci-BACF Public

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

    Jupyter Notebook 1

  2. M3-PJT-RS M3-PJT-RS Public

    Jupyter Notebook

  3. M2-PJT-TXT M2-PJT-TXT Public

    Jupyter Notebook

  4. M2-PJT-STATS M2-PJT-STATS Public

    Jupyter Notebook

  5. M1-PJT-DL M1-PJT-DL Public

    Jupyter Notebook

  6. M1-PJT-ML M1-PJT-ML Public

    Jupyter Notebook