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myeonghak/README.md

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  • I am a Machine Learning Engineer mainly using python.
  • Interested in solving problems in business/marketing area such as Recommendations, Sentiment Analysis/Text Classification, Information Retrieval, Demand Prediction, etc.
  • Always eager to have deeper understanding on customers.
  • Currently Working on a GNN based Recommender System using credit card transaction data from millions of customers.

Interests

  • ๐ŸŽ Recommender Systems
  • ๐ŸŒ Graph Neural Networks
  • ๐Ÿ› ๏ธ MLOps
  • ๐Ÿ“‹ Natural Language Processing
  • ๐Ÿ’ฌ XAI(eXplainable AI)
  • ๐Ÿ“ˆ Marketing Optimization
  • ๐Ÿ“Š Visualization

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  1. DGL-tutorial DGL-tutorial Public

    ๊ทธ๋ž˜ํ”„ ๋”ฅ๋Ÿฌ๋‹ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ DGL ์‰ฝ๊ฒŒ ๋ฐฐ์šฐ๊ธฐ

    Jupyter Notebook 66 9

  2. stock-news-summary stock-news-summary Public

    ๊ด€์‹ฌ ์ฃผ์‹ ์ข…๋ชฉ์˜ ๋‰ด์Šค์˜ ์š”์•ฝ๋ณธ์„ ๋ฉ”์ผ๋กœ ์ „๋‹ฌํ•˜๋Š” ํ”„๋กœ๊ทธ๋žจ

    Jupyter Notebook 49 6

  3. kobert-multi-label-VOC-classifier kobert-multi-label-VOC-classifier Public

    pretrained kobert๋ฅผ ์‚ฌ์šฉํ•œ multi-label VOC(Voice of Customers) ํƒœ๊ทธ ๋ถ„๋ฅ˜ ๋ชจ๋ธ

    Jupyter Notebook 16 7

  4. mlflow-rankfm mlflow-rankfm Public

    An example of MLflow Tracking and Models Using Factorization Machine Recommender model library, rankfm.

    Python 11 2

  5. Transformer-product-categorization Transformer-product-categorization Public

    ํŠธ๋žœ์Šคํฌ๋จธ ๋ธ”๋ก์„ ํ™œ์šฉํ•œ ์ƒํ’ˆ๋ช… ์ž์—ฐ์–ด์ฒ˜๋ฆฌ ๊ธฐ๋ฐ˜ ์นดํ…Œ๊ณ ๋ฆฌ ๋ถ„๋ฅ˜ ๋ชจ๋ธ

    Jupyter Notebook 10 1

  6. MAGNN_BERT MAGNN_BERT Public

    Improve MAGNN using pretrained distilBERT embedding

    Python 5 1