😶

The above is my Chinese name, you can call me RN Lee. If it's hard to pronounce.

ጿ ኈ ቼ ዽ ጿ ኈቼ ዽ ጿ ኈ

Education

National Taiwan University of Science and Technology - Taiwan
Department of Computer Science and Information Engineering
- GPA: 4.02/4.3   
National Kaohsiung University of Science and Technology - Taiwan
Department of Money and Banking
- GPA: 3.82/4.3   

Competition & Award

Campus Fintech Innovation Challenge - 2022
Taiwan Academy of Banking and Finance
- Ranked as the 8th out of 187 teams
Joint Exhibition on Artificial Intelligence and Neural Networks - 2022
National Kaohsiung University of Science and Technology - Department of Electrical Engineering
- Ranked as the 1st out of an estimated 30 teams
Campus Achievement Exhibition - 2020
Fintech Space
- Competition's preferred choice

Research Interests

Complex Systems and Network Science   - Recently
Unlike grid-like data structures, complex systems are composed by nodes and edges, which are more complicated for analysis and modeling.
Metaheuristics   - Future Plan
Metaheuristic is a bio-inspired algorithm that can be used to solve optimization problems.
Distributed Computing   - Future Plan
Privacy-Preserving Machine Learning   - Future Plan

Skills

language

  • Advanced - Python - familiar with pandas, numpy, scikit-learn, pytorch etc.
  • Beginner - Julia - click here.
  • Beginner - SQL
  • Beginner - LaTeX

website

  • Beginner - FastAPI
  • Beginner - HTML
  • Beginner - CSS/SCSS
  • Beginner - Bootstrap

tool

  • Intermediate - Git
  • Intermediate - Docker

CI/CD

  • Beginner - Github Actions
  • Beginner - MLflow - using MLflow to track experiments and mointor the hardware usage.

platform

  • Intermediate - Ubuntu
  • Intermediate - Windows

Side Project & IT Blog

Below are my recently personal side projects, IT blog, and cheatsheet.

# Period Project Name Tags
1 2024.03 ~ now 🚀 NTUST LaTeX Template    LaTeX , XeLatex , tex-live , Docker , Overleaf , NTUST
2 2024.02 ~ 2024.02 DIMG4MD       Python , Markdown
3 2024.01 ~ now 🚀 Learn Julia    Julia
4 2024.01 ~ now 🚀 Awesome Metaheuristic and its Applications   
5 2023.12 ~ now 🚀 Awesome Complex System and Network Science   
6 2023.09 ~ 2023.12 Evasion Attack in Machine Learning    Machine Learning , Cybersecurity , Adversarial Attack , CNN , Maleware Detection
7 2023.09 ~ 2023.10 2023 IT home Ironman Challenge - AI and Data    Network Science , GNN , Paper Reading , 30 Days Challenge
8 2023.07 ~ 2023.08 Web Scraping : Social Network Crawler    Web Scraping , Dynamic Web Scraping , Selenium , BeautifulSoup , playwright
9 2023.05 ~ 2023.06 Graph-based : Keywords Recommendation System       Graph Theory , Network , CKIP-transformer , Regular-Expression , POS-tagging , Fast API
10 2022.11 ~ 2022.12 Taiwan Famous Ecommerce : Find Identical Products SQLite , CKIP-transformer , Regular-Expression , POS-tagging , dimension-reduction , cluster
11 2022.05 ~ 2022.06 Apriori J104    Web Scraping , pyvis , apyori , CKIP-transformer
12 2022.03 ~ 2022.06 Financial Public Opinion Analysis    Web Scraping , Django , MongoDB , Bootstrap , plotly.js , Anue , TWSE
13 2022.04 ~ 2022.04 Web Scraping : Anue    Web Scraping , MongoDB
14 2021.12 ~ 2022.04 Web Scraping : TWSE    Web Scraping , SQLite , plotly
15 2020.10 ~ 2021.07 Line-Bot : Stock Info    Line-Bot , Heroku , mplfinance , yfinance
# Post Date Type Title
1 2024-02-02 note pdb in python
2 2024-01-26 tutorial How to use psutil to monitor CPU and memory usage in python
3 2024-01-15 tutorial Build your own python package
4 2024-01-13 note Free online course
5 2023-07-10 note The installation of GitHub Copilot CLI
6 2023-04-05 tutorial Combining Shell Script and Python for Efficient Automation
7 2023-03-05 note Efficient Mind Mapping with Markmap: A Markdown-Based VScode Extension
8 2023-02-23 note Cython 基礎知識
9 2023-02-21 note 開源專案 License
10 2023-02-13 tutorial Setting up Miniconda on Ubuntu
11 2022-09-02 note Gatsby Usage