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Avatar of Loïc Chen.
Avatar of Loïc Chen.
Past
Graphics Engineer @Phase 德商飛思軟體有限公司
2023 ~ 2024
Senior Software Engineer
Within one month
in its promotion campaign. 2. Building a web-based game engine "PlayReal", which empowers game designers and clients to create and edit mobile web narrative games conveniently. 3. Responsible for maintaining game servers and games' code bases. Full-Stack Web Developer, National Taiwan University Digital Learning Center , Taipei JuneOct 2019 Ruby on Rails, React 1. Building a web-based collaborative PDF annotator, which includes writing a frontend SPA and backend APIs, and setting up a server. 2. Assisting in maintaining server machines and networking. Education SepJan 2018 National Taiwan University Electrical
Ruby on Rails
React.js
C/C++
Unemployed
Not open to opportunities
Full-time / Remote Only
4-6 years
國立臺灣大學
電機工程學系

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
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Within one month
Senior Engineer @ United Microelectronics Corporation (UMC)
Logo of United Microelectronics Corporation (UMC).
United Microelectronics Corporation (UMC)
2021 ~ Present
台灣新竹市
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Software Engineer, Machine Learning Engineer
Fields of Employment
Semiconductor
Work experience
2-4 years
Management
None
Skills
tensorflow
Python
Java
R
MySQL
Machine Learning
Data Analysis
Flask
Git
Stastical Analysis
Node.js
JSP/Servlet
HTML
Data Science
Database
javascript
Pandas Numpy
Crawler
docker
Network
SQL
C#
OpenAI/ChatGpt
Tableau
Devextreme
Angular
.NET Core
Docker
Kubernetes
Bot Framework
Languages
English
Intermediate
Job search preferences
Positions
系統工程師、資訊工程師、AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Job types
Full-time
Locations
台灣新竹市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立中山大學 NSYSU
Major
資訊管理
Print

 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 

[email protected]                                             

Profile 04 00@2x

 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

Statistics
  • Tableau
  • R
  • SPSS
  • Power BI
Virtualization
  • 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)

Projects 00 00@2x

Customer value analysis

Define customer classification rules in RFM model to find high-value customers

more
Projects 00 01@2x

Insurance model

Use the XGboost algorithm to training data and predict the insurance purchase behavior of 150,000 customers provided by the competition.

more
Projects 00 02@2x

Image recognition

Use CNN to train Keras's Cifar10 data set, and perform Image Augmentation and Dropout  to improve  accuracy.
more
Projects 00 00@2x

Operator APP

Use the NFC function senses RFID, and simulates the binding of materials and manufacturing orders of the factory.

more
Projects 00 01@2x

Order website

Set up an ordering website, and properly normalize and optimize the database.

more
Projects 00 02@2x

NSYSU IM UI

Design the official website interface of NSYSU IM, with clear icon blocks for functional division, creating a good UX.

more

Master's Thesis-Live Broadcasting Situation and Participation Behavior Analysis


Abstract

       The study uses web crawlers to collect data from live streaming sessions, and uses Social presence theory and Para-social interaction to develop a research model that captures the experience of chat room communication and interaction between streamer and audience.



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.



Paragraph image 01 00@2x

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 



Paragraph image 01 00@2x

TOEIC

TOEIC 730。

Resume
Profile

 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 

[email protected]                                             

Profile 04 00@2x

 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

Statistics
  • Tableau
  • R
  • SPSS
  • Power BI
Virtualization
  • 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)

Projects 00 00@2x

Customer value analysis

Define customer classification rules in RFM model to find high-value customers

more
Projects 00 01@2x

Insurance model

Use the XGboost algorithm to training data and predict the insurance purchase behavior of 150,000 customers provided by the competition.

more
Projects 00 02@2x

Image recognition

Use CNN to train Keras's Cifar10 data set, and perform Image Augmentation and Dropout  to improve  accuracy.
more
Projects 00 00@2x

Operator APP

Use the NFC function senses RFID, and simulates the binding of materials and manufacturing orders of the factory.

more
Projects 00 01@2x

Order website

Set up an ordering website, and properly normalize and optimize the database.

more
Projects 00 02@2x

NSYSU IM UI

Design the official website interface of NSYSU IM, with clear icon blocks for functional division, creating a good UX.

more

Master's Thesis-Live Broadcasting Situation and Participation Behavior Analysis


Abstract

       The study uses web crawlers to collect data from live streaming sessions, and uses Social presence theory and Para-social interaction to develop a research model that captures the experience of chat room communication and interaction between streamer and audience.



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.



Paragraph image 01 00@2x

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 



Paragraph image 01 00@2x

TOEIC

TOEIC 730。