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4-6 years
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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
Loïc Chen Game Developer Email:@gmail.com Portfolio: painfulexistence.github.io/ I am a Software Engineer with five years of experience specializing in Game Development and Web Development. My areas of passion include Computer Graphics and Game Engine Programming. In my spare time, I pursue studies in Realtime VFX. As a dedicated gamer, I am particularly intrigued by Soulsborne and Metroidvania games. Work Experience Graphics Engineer, Phase, Semi- Remote FebNow JavaScript 1. Developing a vector graphics render engine Gameplay Programmer, LyraVR, Remote JunAug 2022 Unity 1. Developing an unannounced
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
Avatar of the user.
Avatar of the user.
Salesforce Developer & Administrator @One Mount
2020 ~ Present
Salesforce Developer, Administrator
Within one month
salesforce
java
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
Trailhead by Salesforce
Customer Service Management
Avatar of 姜政宏 Zheng-Hong Jiang.
Avatar of 姜政宏 Zheng-Hong Jiang.
Senior Full Stack Engineer @永聯物流開發股份有限公司(ALP)
2022 ~ Present
Front-End / Back-End / Full Stack Web Developer
Within one month
姜政宏 Zheng-Hong Jiang Software Developer 6年軟體開發經驗 主要擅長 技術為 JavaScript、React、Java、Spring 前端2年、後端4年的實作經驗 曾在系統整合商、CRM+eCommerce產品開發公司任職 負責過專案 從無到有的訪談、設計及開發各個階段 樂於與夥伴及客戶溝通共同打造體驗良好的軟體
Java
JavaScript
Spring Framework
Employed
Open to opportunities
Part-time / Remote Only
6-10 years
Taiwan Shoufu University
Computer Science and Multimedia Design

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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.
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Ability to convey information effectively and is willing to give and receive feedback.
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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
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Within two months
National Chiao Tung University
2019 ~ 2021
New Taipei City, Taiwan
Professional Background
Current status
Studying
Job Search Progress
Professions
Data Scientist
Fields of Employment
Software
Work experience
Less than 1 year work experience (2-4 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Python
R
PyTorch
SQL
Machine Learning
Deep Learning
Statistics
Operation Research
Data Analysis
Web Crawler
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English
Intermediate
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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
台灣新北台北, 台灣新竹市北新竹, 台灣台北板橋區新北, 台灣新竹市北
Remote
Interested in working remotely
Freelance
No
Educations
School
國立交通大學
Major
工業工程與管理學系
Print
Profile 03 00@2x

楊佳儒 Roger Yong

I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.

1996, New Taipei,TW 0939-121-671
[email protected]


Experience


IE Engineer / Vanguard International Semiconductor Corporation   

2021 / 8 - 2021 / 10, 2022 / 2 - Present

Job Description: 

  • Tool Productivity Management Report System
  • CAPEX New Tool Performance Tracing
  • Abnormal Tool Performance Auto-Alarm Email
  • IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath


AI Algorithm Intern / Gallant Precision Machining Co Ltd  

2021 / 3 - 2021 / 6

Job Description: 

Improve the algorithm by localizing and classifying defects on wafers. 
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).

Methodology:

  • Resnet 
  • Densenet 
  • Defect Detection Using Denoising Convolutional Autoencoder 
  • Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model 


Python | PyTorch | Machine Learning | Deep Learning | OpenCV

Automation Developer Intern / Vanguard International Semiconductor Corporation 

2020 / 7 - 2020 / 8 

Job Description: 
  • Face Recognition
  • Lot ID Recognition
  • Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition 
Object Detection

Research Assistant / National Chiao Tung University Big Data Research Center

2018 / 7  - 2020 / 12

Job Description: 

  • Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning. 
  • Analyze world university rankings
  • Analyze paper influence of Kaohsiung Medical University
  • Course recommendation system

Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler

Research Assistant / National Chiao Tung University

2019 / 9 - 2021 / 7

Research topics:

  • Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
  • Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch

Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.

2019 / 11  - 2020 / 6

Job Description: 
  • Warehouse management of customized motor vehicle parts vacuum forming process
  • Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL

EDUCATION

Master of Industrial Engineering and Management

National Chiao Tung University 

2019 / 9 - 2021 / 7

Bachelor of Industrial Engineering and Management

National Chiao Tung University 

2015 / 9  - 2019 / 6 

Skill


Programming

Python, R, SQL, Power BI


Skill

Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management

Research Program

Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space  

2019/ 7 - 2020/ 6 

Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.

Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback 

2020/9 - 2020/ 7

Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization

Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data 

2020/ 9 - 2021/ 7

Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in  limited samples.

OTHERS

The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)

Date : 2020/11/16

subject : The Application of Statistics and Quantity Method

Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates

Journal Article-Journal of Industrial and Management Optimization (JIMO)

Topic: Performance evaluation and bi-objective optimization for F-policy queue with alternating service rates

Resume
Profile
Profile 03 00@2x

楊佳儒 Roger Yong

I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.

1996, New Taipei,TW 0939-121-671
[email protected]


Experience


IE Engineer / Vanguard International Semiconductor Corporation   

2021 / 8 - 2021 / 10, 2022 / 2 - Present

Job Description: 

  • Tool Productivity Management Report System
  • CAPEX New Tool Performance Tracing
  • Abnormal Tool Performance Auto-Alarm Email
  • IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath


AI Algorithm Intern / Gallant Precision Machining Co Ltd  

2021 / 3 - 2021 / 6

Job Description: 

Improve the algorithm by localizing and classifying defects on wafers. 
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).

Methodology:

  • Resnet 
  • Densenet 
  • Defect Detection Using Denoising Convolutional Autoencoder 
  • Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model 


Python | PyTorch | Machine Learning | Deep Learning | OpenCV

Automation Developer Intern / Vanguard International Semiconductor Corporation 

2020 / 7 - 2020 / 8 

Job Description: 
  • Face Recognition
  • Lot ID Recognition
  • Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition 
Object Detection

Research Assistant / National Chiao Tung University Big Data Research Center

2018 / 7  - 2020 / 12

Job Description: 

  • Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning. 
  • Analyze world university rankings
  • Analyze paper influence of Kaohsiung Medical University
  • Course recommendation system

Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler

Research Assistant / National Chiao Tung University

2019 / 9 - 2021 / 7

Research topics:

  • Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
  • Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch

Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.

2019 / 11  - 2020 / 6

Job Description: 
  • Warehouse management of customized motor vehicle parts vacuum forming process
  • Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL

EDUCATION

Master of Industrial Engineering and Management

National Chiao Tung University 

2019 / 9 - 2021 / 7

Bachelor of Industrial Engineering and Management

National Chiao Tung University 

2015 / 9  - 2019 / 6 

Skill


Programming

Python, R, SQL, Power BI


Skill

Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management

Research Program

Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space  

2019/ 7 - 2020/ 6 

Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.

Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback 

2020/9 - 2020/ 7

Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization

Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data 

2020/ 9 - 2021/ 7

Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in  limited samples.

OTHERS

The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)

Date : 2020/11/16

subject : The Application of Statistics and Quantity Method

Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates

Journal Article-Journal of Industrial and Management Optimization (JIMO)

Topic: Performance evaluation and bi-objective optimization for F-policy queue with alternating service rates