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Hoiin/README.md

Welcome! 👋

Make practical and powerful AI model

💡 INFO

  • Seoul National University (2017 ~ 2023)
  • (Major) Dept of Economics
  • (Minor) Dept of Computer Science and Engineering
  • ML Engineer at ZAi

🤔 INTEREST

  • Sequential Recommendation System
  • Temporal Dynamics Aware Recommender System
  • Variational Recommender System
  • Reinforcement learning
  • Causal Inference
  • MLOps

🛠 Skill Stack

Pinned Loading

  1. Text_Image_Recommendation Text_Image_Recommendation Public

    텍스트의 감정에 어울리는 이미지 추천기

    Python

  2. UpliftModeling UpliftModeling Public

    Uplift Score를 기반으로 광고를 진행해야할 고객을 선별하는 Customer Segmentation 실습

    Jupyter Notebook

  3. Causal_Inference Causal_Inference Public

    Microsoft의 Dowhy 패키지를 활용하여 머신러닝으로 인과추론 적용

    Jupyter Notebook

  4. Emojify Emojify Public

    문장에 어울리는 이모지를 추천하는 LSTM 모델 (코세라,Deep Learning 특화과정 실습)

    Jupyter Notebook

  5. ConvLSTM ConvLSTM Public

    다음 동영상 프레임을 예측하는 ConvLSTM 실습 코드

    Jupyter Notebook