Basic
Wei-Liang Lee (李威樑) / Wade Lee
Be willing to communicate and learn new technology.
# IT Engineer | Software Engineer | Data Analyst
IT people working in the semiconductor industry.
tel: 0911471343
Miaoli Zhunan
Career
United Microelectronics Corporation (UMC), IT Engineer, Oct 2021 ~ now
Responsibilities:
- Introduced new technologies to the team.
- Developed and deployed both front-end and back-end systems.
- Managed and optimized databases. Conducted user requirement investigations and specification analysis.
- Ensured system maintenance.
- Participated in various system development projects of different scales.
Professional Skills:
- Proficient in front-end and back-end systems using Angular and .NET Core frameworks.
- Developed a smart assistant for another department, utilizing OpenAI as the cognitive model to drive innovation and reduce training costs.
- Applied chat technology using bot framework v4.
- Leveraged machine learning for organizational management, such as human resource modeling.
- Proficient in version control with Git and virtual containerization using Docker and K8S within the team.
- Wrote business logic procedures.
Skills
Artificial Intelligence
- OpenAI
- Keras
- Scikit Learn
- XGBoost
- OpenCV
Crawler
- Selenium
- Beautiful soup
Cloud Service
- Azure
- Azure Bot Service
Programming
- Python
- Java
- Typescript
- C#
- R
Web
- Angular
- Node.js
- JSP / Servlet
- Flask
Version Control
- git
Database
- MySQL
- Oracle
- Fuseki
- MongoDB
- Tableau
- R
- SPSS
- Power BI
- Docker
- Kubernetes
Education
Information Management . NSYSU，2018 - 2020
Improve data science, statistics, artificial intelligence and data analysis capabilities
- Interview enterprises to analyze customer value and market trends with real data.
- Participate in data competitions and use machine learning to predict insurance purchase intentions.
- Use text exploration and data analysis to explore the participation of live broadcast audiences.
Information Management . CYCU，2014 - 2018
Specializing in website,database management and optimization to solve corporate problems.
- The SA course developed an Android APP and win the classroom masterpiece.
- The undergraduate research is an open database, connecting the local and German Drugbank databases.
- Build ticket booking and ordering system.
Projects (student)
Customer value analysis
Define customer classification rules in RFM model to find high-value customers
more
Insurance model
Use the XGboost algorithm to training data and predict the insurance purchase behavior of 150,000 customers provided by the competition.
Image recognition
Operator APP
Use the NFC function senses RFID, and simulates the binding of materials and manufacturing orders of the factory.
Order website
Set up an ordering website, and properly normalize and optimize the database.
NSYSU IM UI
Design the official website interface of NSYSU IM, with clear icon blocks for functional division, creating a good UX.
Master's Thesis-Live Broadcasting Situation and Participation Behavior Analysis
Undergraduate research — Drug Open Data
Importing open data from the local government with the Semantic Web framework can be easily obtained and used by Internet users around the world. This project is connected to the German drugbank database to provide more information for drug users and solve the problem of insufficient drug information.
Leetcode
Possess an intermediate level of algorithm and data structure
- Array、Linked List、Hash map、Stack&Queue、Tree
- BFS&DFS、Greedy、Pointers、Slinding Window、Backtracking、Sort、Dynamic Programming
TOEIC
TOEIC 730。