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m0onsoo/README.md

🎓 I'm studying a Data Science and AI from Korea 🇰🇷
🔥 High enthusiasm and adaptability to new technologies. Pursuing the infinite possibilities of Python
🎧 I like pop, rap music and movies.

🦾 Do you believe in the possibility of AI creating the next generation culture?

⚙️ Skills

Python PyTorch FastAPI Git PyPI Tableau AWS PostgreSQL R

💡 Interests

📖 NLP & Recommender system
🎯 Specifically, Review Analysis & Personalized Recommendations on e-commerce platforms.
🔎 I would like to deeply analyze the ranking system and recommendation results of e-commerce.
📊 Based on recent project, I'm conducting a research on a Keyphrase Extraction & GCN based Recommeder model.

🚀 Visions

What I want to learn more

  • Distributed Processing of Big Data
  • Building a professional model deployment and CI/CD pipeline
  • Recent Recommender models
  • Application of LLMs

What I can contribute

  • Automated data collection such as web crawling
  • Model design, debugging and training w/ strong background ML/DL knowledges
  • Model serving and monitoring w/ backend development experience
  • Python packaging and deployment on PyPI
  • Creative Energy

Fianl Goals

  • Machine Learning Engineer
  • AI Engineer
  • Research Scientis
  • Big Data Analyst

📌 Experiences

Period Category Details Notes
Fall 2023 Award Creative Design Competition(Capstone Design), 1st Place Repo
Mar 2023 ~ Member Undergraduate Research Assistant at FNAI Lab Link
Nov 2023 Award Supply Chain&Maritime Logistics Award, CJ Logistics America, 2nd place
Fall 2023 Award Global Excellence Scholarship
Fall 2022 Award Academic Excellence Scholarship
Dec 2019 Award The 6th SW Coding Contest, 4th place, Sejong University

Pinned Loading

  1. SJU-Capstone-DS-DayOne/Palette-AI-models SJU-Capstone-DS-DayOne/Palette-AI-models Public

    Date Course Recommendation Platform: Palette- AI&Data

    Jupyter Notebook 3

  2. SJU-Capstone-DS-DayOne/Palette-FastAPI-model-deployment SJU-Capstone-DS-DayOne/Palette-FastAPI-model-deployment Public

    Date Course Recommendation Platform: Palette- Model deployment

    Python 1

  3. VirtualTryOn-python-package VirtualTryOn-python-package Public

    Forked from powerjsv/VirtualTryOn-python-package

    simple end-to-end libray to execute Virtual try on

    Python

  4. movie_info_retrieval_system movie_info_retrieval_system Public

    Forked from so-so2456/Viewtiful

    Viewtiful: Wiki website that provides movie information

    Svelte

  5. News_Summarization_Image_Generation News_Summarization_Image_Generation Public

    Automatically summarize and generate thumbnail of news text

    Jupyter Notebook

  6. NY-NJ_Voters_Analysis NY-NJ_Voters_Analysis Public

    2022 New York Korean American Voter Data Analysis