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khflower/README.md




👍 Hi everyone! I'm a data scientist passionate about leveraging computer vision and natural language processing in the multimodal field to drive innovation. 🚀





🏆 Accomplishments

  • Data Youth Campus Excellence Award, Ministry of Science and ICT, Korea (Sep. 2022):
    Real-time Keyword Visualization
  • Accepted Paper at the 2023 Korea Software Congress (KSC 2023):
    COLA: COst-Efficient LLM-based Retrieval-Augmented Generation for Reducing Hallucination

🎓 Current Research

  • Currently pursuing a Master's degree at Hanyang University's HYU Machine Learning Lab, focusing on video scene graph generation.

🛠Skills

Advanced Languages & Frameworks

Intermediate Languages & Framework

Popular repositories

  1. real_time_keyword real_time_keyword Public

    Visualization of real-time search terms

    Jupyter Notebook 1

  2. Keyword_Extraction-NER Keyword_Extraction-NER Public

    - The Klue BERT base model was trained on the NER dataset to perform named entity recognition and Created a summarization function and used it to summarize the data.

    Jupyter Notebook 1

  3. Bayesian_inference Bayesian_inference Public

    Obtain the HPD post-distribution of Bayesian inference using prior information and confirm the importance of prior information and Bayesian inference compared to general confidence intervals

    R 1

  4. Youtube8M_torch Youtube8M_torch Public

    This is a PyTorch code for preprocessing and training the Youtube8M dataset.

    Python 1

  5. oil_classification_Knowledge_Distillation oil_classification_Knowledge_Distillation Public

    Since the number of features in the test set is small, the overall information is first learned with the training set and the knowledge is handed over to the student model through knowledge distill…

    Jupyter Notebook

  6. Captcha_recognition Captcha_recognition Public

    - The CNN model and Bidirectional LSTM are combined to extract the characteristics of the image, synthesize the information of the surrounding characters, and finally read the captcha image

    Python