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IsaacLee0904/README.md

Hi, I'm Isaac a data scientist with a background in political science, based in Taiwan..

One day you will thank the challenges that once forced you to change.

Linkedin: Isaac Lee Gmail: Isaac Lee

💼 Work Experience

Data Engineer in game industry.

  • Extracting key data from the game log database to analyze various game mechanics such as player behavior, transaction records, combat logs, etc.
  • Gained a understanding of log recording algorithms, used SQL for data cleaning to ensure data quality and consistency.
  • Developed automated scripts in Python for data cleansing, transforming raw data into structured format, providing well-prepared training data for machine learning models.

💻 GitHub Stats

Isaac Lee's github stats Top Langs

🔧 My Stack

Languages:

Python R

Database:

Microsoft SQL Sever Apache Hive MySQL SQLite

Data Framework and Application:

Pandas NumPy Matplotlib Plotly scikit-learn Tensorflow Apache Hadoop FastAPI Postman

IDE:

VSCode

DevOps:

Git GitHub Docker

Pinned Loading

  1. Data-Job-Vacancy-Insight Data-Job-Vacancy-Insight Public

    A system that recommends data-centric jobs and provides insights, featuring a personalized job report service delivered through a Telegram bot.

    Python

  2. News_Political_Polarization News_Political_Polarization Public

    Python

  3. TW_Plant_Illustration_Crawler TW_Plant_Illustration_Crawler Public

    Python

  4. media_political media_political Public

    Jupyter Notebook