CakeResume Talent Search

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Taipei, Taiwan
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Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of 白紋愷.
Avatar of 白紋愷.
Engineer @Trend Micro 趨勢科技
2021 ~ Present
Software Engineer
Within two months
白紋愷 Kevin Bai Graduated from National Chengchi University. Major in computer science. I currently serve as an Engineer at Trend Micro. Mainly use skills now: C++ Backend engineer Taipei, TW [email protected] Skills Programming Language C/C++ JAVA Tools Visual Studio Git Windows / Linux Database SQL Server Work Experience Trend Micro, Engineer, Oct 2021 ~ Resolved Product Issue: Handled product issues when users reported their concerns about the product. Found the root cause and provided the solution to the end user to make sure
C/C++
SQL
Git
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
Computer Science
Avatar of Mao Wan Ju.
Avatar of Mao Wan Ju.
Android Developer @SamaTech
2022 ~ Present
Android Developer
Within one month
Experience MarPresent Android Developer SamaTech Build a whole new NFT market place app based on the Flow blockchain. The app is built with Jetpack Compose and MVI architecture. Using the Flow CLI SDK to interact with the network. Developing RESTful APIs for a website builder using Rust programming language. Wrote backend integration tests using Jest and Supertest. Wrote frontend E2E test using Playwright. AugMar 2022 Android Developer Nexio Technology Limited 睿世軟體科技股份有限公司 New features developed and current code maintained, refactor Building multiple versions of
Java
kotlin
Android Studio
Employed
Open to opportunities
Full-time / Remote Only
4-6 years
世新大學 Shih Hin University
資訊管理
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Avatar of the user.
Advisory Engineer @Lenovo
2014 ~ Present
Hardware related
Within three months
Engineering
PCB layout design
Schematic
Part-time / Interested in working remotely
6-10 years
Texas A&M University
Electrical Engineering
Avatar of 呂學炘.
Avatar of 呂學炘.
Data Science @Alfred Labs.
2017 ~ Present
Within two months
System. Auto-alarm system. EDUCATION University of Taipei, BS, Computer Science, 2012 ~ 2017 Transferred from the Mathematics department to the Computer Science department. The graduation thesis focused on analyzing user preference for phrases on the message board PTT. Mathematics Number theory, Calculus, Linear algebra, Abstract algebra, Probability theory, and Statistics. Computer Science Database Systems, Introduction to Machine Learning, Introduction to Image Processing , Introduction to Data Mining , Discrete Mathematics, Java, Data Structures, Digital System Design, Operating Systems, Algorithms, Digital Circuit Laboratory, Computer Network, System Programming, Assembly Language, Computer Architecture, Formal Languages and Autom...
Python
R
SQL
4-6 years
University of Taipei
Computer Science
Avatar of Alice yeh.
Avatar of Alice yeh.
資深靭體工程師 @奇偶科技
2017 ~ Present
資深韌體工程師
Within three months
name: 葉欣怡(Alice Yeh) Taipei, Taiwan e-mail: [email protected] phone:Profile Nearly 18 years of software and firmware development work experience Can develop and design independently Using a variety of different perspectives and tools to solve problems Good at using several programming languages Development experience and exposure to numerous platforms Work Experience MarFeb 2023 S taff Eng ineer at Primax Electronics Ltd New firmware architecture development(platform Ambarella S5L, CV28) Initial Server: Flexible initialization and monitoring of process in JSON format, mounting of desired nodes, and configuration of shared memory. Bsp Server: I
linux
c
c++
Employed
Not open to opportunities
Full-time / Interested in working remotely
More than 15 years
淡江大學(碩專班)
資訊工程學系
Avatar of 黃詠郁.
Avatar of 黃詠郁.
Senior Software Engineer @South China Morning Post
2021 ~ Present
前端工程師
More than one year
. • Being relentless in dig out the reason behind UI requirements. Evaluate tradeoffs between user-experience and software maintainability before implementation. Sometimes I would provide new options to designers to get balance between them. • Have been a technical interviewer and mentor for junior engineers. Core Skills: • Programming: JavaScript, HTML, CSS, Sass, Less, TypeScript, Node.js, Dart • Front-end: React.js, Next.js, Gatsby.js, Apollo Client, styled components, styled system, Ant Design, Material UI, Chakra UI, Ramda.js, Flutter • Back-End: MongoDB, Express.js, Apollo Server • Technologies: Webpack, Parcel, Esbuild
styled-component
eslint
next.js
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立成功大學
航空太空工程學系
Avatar of Ripple Wu.
Avatar of Ripple Wu.
Past
Program Manager @Foxconn Technology Group
2014 ~ 2015
Product Manager
More than one year
Ripple Wu Product Manager Taipei, Taiwan A Software Product Manager with 5 years' experience in I.T. software for 11 system embedded/selected software features, I possess domain knowledge in storage systems, cloud service, and A.I. applications in SCRUM methodology with both PMP and PSPO certifications. Finished the International MBA for tech product management, I am looking to further grow my career for the latest technological solutions and positive impact. Email: [email protected] Phone:Work Experience Product Manager • QNAP Systems, Inc. AprJul 2019 Responsibility
Data Analysis
Technology Management
Marketing Campaign
Unemployed
Full-time / Interested in working remotely
4-6 years
IE Business School
International MBA
Avatar of Ivan Lo.
Avatar of Ivan Lo.
Assistant Technical Manager @Tsann Kuen Enterprise
2012 ~ 2013
Manager
More than one year
achievement system. 3. Payment - shopping cart. 4. Beta Testing - private beta testing system for developer. Architecture Design 1. Overall system architecture: content management, content review flow. 2. Client-Server communication flow and provide RESTful APIs for services. Learning Skills 1. Programming Language: Scala. 2. Web Server: Finatra, Play. 3. Database: ElasticSearch, Mongo. 4. Cloud Storage: Amazon S3, GoogleDrive. Principal Engineer • HTC 十月十月 2015 Android Software Engineer Android App 1. HTC Backup/HTC Restore - HTC phone backup/restore
People Management
Problem Solving
Learning Skills
Employed
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Master of Science (M.S). Computer Science
Avatar of the user.
Avatar of the user.
RD Manager @Intella
2017 ~ 2021
方案解決設計組 經理
Within one year
J2EE Application Development
J2EE Web Application Development
Spring MVC
6-10 years

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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
Languages
English
Intermediate
Job search preferences
Positions
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