Skill

  • Advance: Python, Docker, Web Backend Development, Git, Linux
  • Intermediate: AWS, Project Management, Data Analysis, Java

Experience

[Apr 2017 - Present]

Software Engineer, Slice Technologies, Inc

  • Designed and developed the backend of a data labeling system that automates the interaction between crowdsourcing workers and experts. Implemented the system through Flask, achieved test coverage higher than 90% and set up the CI/CD pipeline
  • Built data pipeline through Airflow
  • Set up the CI/CD pipeline through Jenkins for existing systems to enhance productivity
  • Added test for existing projects to ensure the functionality correctness
  • Cooperate with oversea teams in San Mateo and Ukraine

[Dec 2019 - Present]

Program Chair, PyCon Taiwan

  • Manage the program team

[Jul 2019 – Nov 2019]

Program Team Member, PyCon Taiwan

[Jan 2019 - March 2019]

Project Manager, DLT Lab

  • Containerized and fixed legacy projects in The Mosquito Man
  • Introduced code review culture to a newly formed team
  • Set up a drone CI/CD server and created CI pipelines for two ongoing projects

[May 2018 - Nov 2018]

Chief Teaching Assistant, X-Village

  • Managed the executive team with 16 members
  • Organized two months of full-time courses and a one-semester 3 credit course
  • Reviewed the teaching proposal of Python course, "Programming Design Foundation"
  • Designed exercises for "Data Structure," the first section of "Computer Science Foundations"
  • Lectured "Web Programming, Database/Cloud Computing," the fourth section of "Computer Science Foundations"

X-Village is an experimental education program aiming to equip students not major in computer science with the ability of computational thinking and to enhance future cooperation between computer science and other areas.

I was the executor of the program and the leader of the teaching assistant team. Besides, I designed a half-day exercise for Data Structure and lectured a four-hour web backend course for Web Programming, Database/Cloud Computing.

[July 2015 - July 2016]

Substitute Military Service, K-12 Education Administration, Ministry of Education

  • Maintained legacy systems implemented in multiple languages (e.g., C#, VBScript, PHP, etc.)
  • Developed automation programs for generating reports which save 80% of human labor time
  • Delivered a human resource management system using django

Talk and Tutorial

[2019/11/17]
PyCon CA 2019
Python table manners: a clean style

[2019/10/24]
Taipei.py
Python table manners: a clean style

[2019/09/16]
PyCon JP 2019 - Peer Reviewed Lightening Talk
How to get more than PyCon in a PyCon

[2019/03/24]
SITCON 2019
X-Village - 用不到兩個月準備兩個月的課程

[2018/03/12]
NCKU CSIE - Competitions in Data Sciences and Artificial Intelligence
Intro to Python Data Science Tools

[2018/8/16]
X-Village - Web Course
CRUD in Flask

[2018/2/27]
NCKU CSIE - Competitions in Data Sciences and Artificial Intelligence
Intro to Python Data Science Tools

[2017/01/22]
2018成大工資管營
資管講座 (一場工資管營的演講)

[2016/12/08]
NCKU CSIE - Introduction to Knowledge Discovery and Data Engineering
Bot Development

[2016/11/03]
深度之夜
Keras Demo

For more slides, please check my Speaker Deck.

Award

  • Honorable Mention, 2013 Railway Application Section Problem Solving Competition

Publication

  1. Wei Lee, Chien-Wei Chang, Po-An Yang, Chi-Hsuan Huang, Ming-Kuang Wu, Chu-Cheng Hsieh, Kun-Ta Chuang "Effective Quality Assurance for Data Labels through Crowdsourcing and Domain Expert Collaboration" 21st International Conference on Extending Database Technology, Demo Track (EDBT-2018)
  2. I-Lin Wang, Wei Lee, Chiao-Yu Liao "Effective Heuristics for Scheduling Hump and Pullback Engines in Railroad Yard Operational Plans" Proceedings of the 10th Annual Conference of the Operations Research Society at Taiwan (ORSTW 2013)

Education

[2016-2018]
Master, Computer Science and Information Engineering
National Cheng Kung University, Tainan
GPA: 4.16/4.3

[2011-2015]
Bachelor, Industrial and Information Management
Double Major: Computer Science and Information Engineering
National Cheng Kung University, Tainan
GPA: 3.77/4.0 (CSIE GA: 3.87/4.0)

Additional Experience

Open Source Contributions

Web Service

Chat Bot

Utility

NCKU Related

Tutorial and Study Note

Slide

Books

MOOCs

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