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Create your job-winning resume using our free resume builder.
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Showcase your skills and projects with a professional portfolio.
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Utilize our Cake AI-powered products to accelerate job search and talent match.
What Cake R U? ProNew
Unlock your workplace personality in 3 minutes and discover your unique strengths!
Resume
Create your job-winning resume using our free resume builder.
Resume Builder
Make a resume for free.
Resume Templates
Access our extensive library of professional & ready-to-use templates.
Resume Examples
Get inspired by real resume examples to create your own.
Occupation Guide
Access resume writing guides tailored for different professions.
Resume Help
Get expert advice on all things resume from our team of recruitment specialists.
Cake AI Resume Checker
Analyzes your resume using Cake AI for detailed feedback.
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Cake Talent Search
Past
Data Analyst @HP Taiwan 台灣惠普科技股份有限公司2021 ~ 2024
・
Data Engineer/Data Analyst/Data Scientist
Within one month
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
Hochschule für Technik und Wirtschaft Berlin
・
Project Management and Data Science
Offline
Offline
SOHO WorkShop Owner @Winerva Software Tech2015 ~ Present
・
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Within one month
Wang Wen Shang Tainan City, Taiwan || [email protected] Summary & Career Goals Computer Vision & AI Expertise: Over 12 years of experience in image processing, object detection, 3D reconstruction, and AI-driven automation. Machine Learning & Data Processing: Expanding expertise in Large Language Models (LLMs), Natural Language Processing (NLP), and MLOps to enhance intelligent data-driven solutions. Python & Linux Proficiency: Proficient in Python, C++, OpenCV, and Halcon, with a strong focus on performance optimization and Ubuntu-based development. Cloud & Containerization: Skilled in Docker-based deployments and integrating scalable applications with modern cloud technologies. Distributed
Employed
・
Ready to interview
Taiwan
Full-time / Remote Only
10-15 years
Kun Shan University
・
電子工程學系
Senior Data Scientist - Principal Associate @Capital One2022 ~ 2024
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
曲培文 數據科學家 擁有五年以上數據科學及機器學習經驗 ， 曾於美國頂尖金融機構以Python開發與部署多項機器學習模型，並領導多項跨部門專案，提供 不同單位 數據驅動的解決方案 ，以優化公司業務流程並降低風險 。 技能: Python, SQL, AWS, Git, Tableau, Agile 語言: 英
In military service
・
Ready to interview
United States・Taiwan・South Korea
Full-time / Interested in working remotely
4-6 years
University of Maryland - Robert H. Smith School of Business
・
business analyticsPast
Full Stack Web Developer @Chunk Labs2018 ~ Present
・
DevOps Engineer, Site Reliability Engineer , Full Stack Web Developer , Wordpress Developer
Within one month
Unemployed
・
Ready to interview
Taiwan・Pakistan
Full-time / Interested in working remotely
4-6 years
AlNafi UK
・
Computer Science, Elastic Search, Deep dive Linux, Cyber Security, System Administration, RHEL and Ubuntu, System Operations, Python , Flask , Selenium, ISO 270001, Vulnerability Assessment,, SCADA/ ICS security ,, Calculus , Algebra ,, Machine Learning Model Development and Deployment, Computer Vision , Natural language Processing, Docker, Ansible, Vagrant, Gradle , Terraform, CI/CD CircleCI , Github , jenkins,, Kubernetes Cloud and App Development,, Hands On Labs for All courses, AWS DevOps, Azure DevOps
Past
Java Software Developer @TREVI 特雷維科技2025 ~ Present
・
Software Engineer
Within one month
SQL queries to enhance processing speed and efficiency. • Streamlined the CI process to enable automated Git merge operation. • Developed a binary search-based logger to improve large file download speed. • Automated operational workflows by creating key scripts in Java. National Taiwan Normal University Graduate Student SeptAug• Natural Language Processing (NLP) Research Project: Focused on sentiment analysis to automatically identify positive or negative sentiments from user reviews. • Deep Learning Model Application: Utilized Convolutional Neural Network (CNN) architecture to enhance the accuracy of sentiment classification. • Word Embedding Techniques: Conducted in-depth research on word embedding techniques
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立臺灣師範大學 National Taiwan Normal University
・
Computer Science & Information Engineering
Past
資深軟體研發工程師 @緯創資通股份有限公司2019 ~ 2023
・
軟體工程師
Within one month
improving insights delivery speed by 20%. - Designed a high-performance data warehouse on AWS, improving cross-team data accessibility and reducing query times by 35%. EDUCATION National Taipei University of Technology • Master’s Degree in Electronic Engineering MaySep 2019 | Taipei, Taiwan • Specialized in developing deep learning models for Natural Language Processing (NLP). • Developed classification systems for speech/audio using deep learning techniques. • Conducted research on image classification and recognition through deep learning methodologies. CERTIFICATIONS • Google IT Automation with Python, Coursera - FebPATENT • ABNORMAL SOUND DETECTION METHOD AND APPARATUS (USA1) - FebSKILLS Programming & Frameworks : Python, TensorFlow, Keras
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
台北科技大學
・
機器學習, 訊號處理
商業分析師 @凱基商業銀行股份有限公司2021 ~ Present
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within two months
hours daily for medical professionals. Calibrated and deployed a machine learning regression model for waveform predictions, enhancing accuracy for 500+ blood pressure monitors. Research Assistant Department of Computer Science, NCCU • August 2019–July 2020 Conducted opinion mining on 2,500 wine reviews using Transformer-based pre-trained language models. Delivered NLP coursework guidance to over 70 students as a Teaching Assistant. Account Manager Leo Burnett Taiwan • February 2017–May 2019 Orchestrated rebranding strategies for Chia Shin Cement Group, resulting in the only successful brand declaration campaign in five years. Localized branding materials and executed
Employed
・
Open to opportunities
Taiwan
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
數位內容Past
Senior Software Engineer @iDox.ai Corp.2021 ~ 2024
・
Software Engineer / Backend Engineer
Within one month
Unemployed
・
Open to opportunities
Taiwan
Full-time / Interested in working remotely
6-10 years
National United University
・
Department of Electronic Engineering
Digital Transformation Analyst @MAA CONSULTANTS LTD2024 ~ Present
・
實習生
Within one month
but have also refined my teamwork and project management skills. Currently, I am a part-time digital transformation engineer at MAA Consultant Co., Ltd., where I focus on driving digital innovation and improving operational efficiency. I have cultivated a comprehensive professional background that encompasses data analysis, natural language processing (NLP), statistical analysis, and scientific simulation. My proficiency in programming languages such as Python, C++, and MATLAB enables me to design, develop, and maintain sophisticated software applications. During my time at university, I had the privilege of serving as the president of the
Studying
・
Open to opportunities
Taiwan
Part-time / Interested in working remotely
4-6 years
National Tsing Hua University
・
Sports Studies
Android Team Lead @104 Corporation2018 ~ Present
・
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Within one month
future organizational growth - Successfully retained a 4.6-star user rating and boosted job application rates by 10%. - Collaborated with the product owner, UI/UX designer, and sales department to design the AD system. • AI Implementation: Created an AI tool to convert UI test cases from natural language into UiAutomator2 scripts, seamlessly integrating them into the CICD process. This resulted in a 90% acceleration UiAutomator2 test case generation. • Technology Introduction: - Flutter: Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly
Employed
・
Open to opportunities
Taiwan
Full-time / Interested in working remotely
More than 15 years
UNSW
・
Computer software, network and security engineeringThe Most Lightweight and Effective Recruiting Plan
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Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Python Developer, Node.js Developer, App Developer
Fields of Employment
Artificial Intelligence / Machine Learning, SaaS / Cloud Services, Internet of Things (IoT)
Work experience
More than 15 years work experience (10-15 years relevant)
Management
I've had experience in managing 10-15 people
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Beginner
Job search preferences
Positions
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Job types
Full-time
Locations
台南市, 台灣
Remote
Remote Only
Freelance
Yes, I'm currently a full-time freelancer
Educations
School
Kun Shan University
Major
電子工程學系
Summary & Career Goals
- Computer Vision & AI Expertise: Over 12 years of experience in image processing, object detection, 3D reconstruction, and AI-driven automation.
- Machine Learning & Data Processing: Expanding expertise in Large Language Models (LLMs), Natural Language Processing (NLP), and MLOps to enhance intelligent data-driven solutions.
- Python & Linux Proficiency: Proficient in Python, C++, OpenCV, and Halcon, with a strong focus on performance optimization and Ubuntu-based development.
- Cloud & Containerization: Skilled in Docker-based deployments and integrating scalable applications with modern cloud technologies.
- Distributed Systems & APIs: Passionate about architecting efficient distributed systems, optimizing system performance, and ensuring seamless API and platform integration.
- Open Source & Innovation: Dedicated to open-source collaboration, automation, and building AI-powered solutions that enhance user experience and system intelligence.
- Future Focus: With a solid foundation in AI and computer vision, I am now focused on advancing my expertise in Large Language Models (LLMs) to develop next-generation intelligent systems.
工作經歷
SOHO Workshop Owner
Winerva Software Tech • 四月 2015 - Present
- Role: Owner
- Responsibility： Spearheaded technology integration, system engineering, and quality optimization initiatives, enhancing operational efficiency for Taiwan’s SMEs. .
- Achievement:
- Capacitance Height Measurement System → Engineered a high-precision capacitance-based profiling system (±1 µm) for industrial surfaces.
- Coating Liquid Leak Detection System → Reduced false negatives by 30% with an AOI-powered leak detection system.
- Agricultural Product Grading System → Increased classification efficiency by 40% through AI-driven agricultural product grading.
- Hyperspectral and 3D Measurement System → Developed a multi-spectral imaging system for precision industrial analysis.
- Factory Digital Meter Inspection System → Built a high-speed OCR system for real-time manufacturing inspections.
- Headlight Luminescence Detection System → Achieved 95 %+ accuracy in headlight defect and luminance analysis.
- AI-powered visual inspection system supporting workpiece assembly → Designed and implemented a YOLO-powered visual inspection system, improving assembly efficiency and delivering 98% accuracy in real-world production scenarios.
Visual Imaging Engineer
Weijun Precision Machinery Co., Ltd. • 十二月 2012 - 三月 2015
- Role: R&D Manager
- Responsibility：Engineered a screw optical inspection system, enabling the company to launch inspection services and expand machine sales.
- Achievement:
- Screw Size Measurement & Surface Defect AOI System → Achieved 99.5% defect detection accuracy in screw size and surface AOI.
CIM Engineer
E-ton Solar • 二月 2010 - 十一月 2012
- Role：Information Department Assistant Manager
- Responsibility：Spearheaded planning and maintenance of internal MES/CIM systems to optimize solar panel production.
MES Software Developer
Genesis Technology, Inc. Hsin-Chu City 300, Taiwan, R.O.C • 七月 2007 - 一月 2010
- Role：R&D Senior engineer and assistant manager
- Responsibility：Spearheaded MES system architecture design and key technology R&D.
- Achievement:
- Multi-layer Distributed System Architecture → Engineered a multi-layer architecture handling 500K+ transactions/day, boosting efficiency by 50%.
- Multi-layer Distributed System Architecture → Engineered a multi-layer architecture handling 500K+ transactions/day, boosting efficiency by 50%.
systems analyst
Tung-I Information Service • 三月 2004 - 三月 2007
- Role：Equipment Automation Process Senior engineer
- Responsibility：Spearheaded EAP module development and contributed to the IBM MES project.
- Achievement:
- Chi Mei LCD MES Project → Integrated IBM LCDView, achieving full automation for Plants 4 & 6.
- Inotera Semiconductor MES System → Enhanced semiconductor production by 20% via IBM SiView MES integration.
Educational Background
Kun Shan University (https://www.ksu.edu.tw/)
Electrical Engineering • 1989 - 1994
Software Skills
- Python, C++, C#, JavaScript, TypeScript
- Linux, Windows, Docker, Database, EAP, MES, AOI
Language
- Chinese — Native Language
- English — Technical Document Listening, Speaking, Reading, Writing
Python Developer | Computer Vision & Image Processing Specialist
- 25+ years of software development experience | 8 years in Python development
- Expert in computer vision, image processing, machine learning, and Docker deployment
- Proficient in Linux (Ubuntu), Git, UML, and testing frameworks (UnitTest, JUnit)
💡 Skills & Expertise
- Programming Languages: Python, JavaScript, TypeScript, PHP
Computer Vision & Image Processing: OpenCV, YOLO, PyQt5, PySide6, CloudCompare
Containerization & Cloud: Docker, NAS deployment
- Databases: MongoDB, PostgreSQL, MySQL
- Frontend & Full-Stack Development: React, Next.js, React-Native, Laravel
- Operating Systems: Ubuntu (Debian-based), Windows
- Version Control & Testing: Git, UML, CVS, UnitTest, JUnit
📌 Key Projects
- Cross-Platform Computer Vision Inspection System
- Developed a computer vision application that runs on Windows, Linux, and Docker.
- Integrated 2D and 3D industrial cameras for high-precision measurement, defect detection, bin picking, and plant growth analysis.
- Leveraged YOLO AI for object classification and automated recognition.
🔹 Plant Growth Analysis System (Developed for Academia Sinica’s Agricultural Institute)
Designed and implemented an image analysis system to monitor plant growth.
Developed a scheduling system to control a gantry system for automated image collection and analysis, enhancing agricultural automation.
🔹 Next.js Application Development & NAS Deployment
Built dynamic data visualization applications using Next.js.
Utilized Docker to deploy applications on NAS for portability and maintainability.
🌍 International Collaboration Experience
Led a Manufacturing Execution System (MES) development team, overseeing enterprise-grade system development.
Served as Deputy IT Manager, collaborating with industrial camera and robotic arm suppliers from Germany, Japan, and South Korea.
🎯 Additional Highlights
Maintains open-source projects on GitHub and is well-versed in the open-source ecosystem.
Participated in UML technical forums to stay updated with the latest industry trends.
Personal Strengths: Passionate about technology, highly focused, and quick to learn and adapt to new technologies.
專案
IoT Data Collection
Raspberry Pi, PLC, and PC to collect data from connected sensors and devices. You can save data into a Database and show a Chart on the web.
Next.js Website
Use Next.js to develop a Website, including many webpages, and show a portfolio to clients.
YOLO Use Case
Use YOLO to train OK and NG images, get a model, and apply this model to a Computer Vision Application.
軟體開發架構
Personal Technical Reference Sites
Winerva Company: https://www.winerva.com/portfolio
Blog: https://blog.winerva.com
GitHub: https://github.com/fluber
DockerHub: https://hub.docker.com/search?q=winerva
Bitbucket: https://bitbucket.org/fluber/
Summary & Career Goals
- Computer Vision & AI Expertise: Over 12 years of experience in image processing, object detection, 3D reconstruction, and AI-driven automation.
- Machine Learning & Data Processing: Expanding expertise in Large Language Models (LLMs), Natural Language Processing (NLP), and MLOps to enhance intelligent data-driven solutions.
- Python & Linux Proficiency: Proficient in Python, C++, OpenCV, and Halcon, with a strong focus on performance optimization and Ubuntu-based development.
- Cloud & Containerization: Skilled in Docker-based deployments and integrating scalable applications with modern cloud technologies.
- Distributed Systems & APIs: Passionate about architecting efficient distributed systems, optimizing system performance, and ensuring seamless API and platform integration.
- Open Source & Innovation: Dedicated to open-source collaboration, automation, and building AI-powered solutions that enhance user experience and system intelligence.
- Future Focus: With a solid foundation in AI and computer vision, I am now focused on advancing my expertise in Large Language Models (LLMs) to develop next-generation intelligent systems.
工作經歷
SOHO Workshop Owner
Winerva Software Tech • 四月 2015 - Present
- Role: Owner
- Responsibility： Spearheaded technology integration, system engineering, and quality optimization initiatives, enhancing operational efficiency for Taiwan’s SMEs. .
- Achievement:
- Capacitance Height Measurement System → Engineered a high-precision capacitance-based profiling system (±1 µm) for industrial surfaces.
- Coating Liquid Leak Detection System → Reduced false negatives by 30% with an AOI-powered leak detection system.
- Agricultural Product Grading System → Increased classification efficiency by 40% through AI-driven agricultural product grading.
- Hyperspectral and 3D Measurement System → Developed a multi-spectral imaging system for precision industrial analysis.
- Factory Digital Meter Inspection System → Built a high-speed OCR system for real-time manufacturing inspections.
- Headlight Luminescence Detection System → Achieved 95 %+ accuracy in headlight defect and luminance analysis.
- AI-powered visual inspection system supporting workpiece assembly → Designed and implemented a YOLO-powered visual inspection system, improving assembly efficiency and delivering 98% accuracy in real-world production scenarios.
Visual Imaging Engineer
Weijun Precision Machinery Co., Ltd. • 十二月 2012 - 三月 2015
- Role: R&D Manager
- Responsibility：Engineered a screw optical inspection system, enabling the company to launch inspection services and expand machine sales.
- Achievement:
- Screw Size Measurement & Surface Defect AOI System → Achieved 99.5% defect detection accuracy in screw size and surface AOI.
CIM Engineer
E-ton Solar • 二月 2010 - 十一月 2012
- Role：Information Department Assistant Manager
- Responsibility：Spearheaded planning and maintenance of internal MES/CIM systems to optimize solar panel production.
MES Software Developer
Genesis Technology, Inc. Hsin-Chu City 300, Taiwan, R.O.C • 七月 2007 - 一月 2010
- Role：R&D Senior engineer and assistant manager
- Responsibility：Spearheaded MES system architecture design and key technology R&D.
- Achievement:
- Multi-layer Distributed System Architecture → Engineered a multi-layer architecture handling 500K+ transactions/day, boosting efficiency by 50%.
- Multi-layer Distributed System Architecture → Engineered a multi-layer architecture handling 500K+ transactions/day, boosting efficiency by 50%.
systems analyst
Tung-I Information Service • 三月 2004 - 三月 2007
- Role：Equipment Automation Process Senior engineer
- Responsibility：Spearheaded EAP module development and contributed to the IBM MES project.
- Achievement:
- Chi Mei LCD MES Project → Integrated IBM LCDView, achieving full automation for Plants 4 & 6.
- Inotera Semiconductor MES System → Enhanced semiconductor production by 20% via IBM SiView MES integration.
Educational Background
Kun Shan University (https://www.ksu.edu.tw/)
Electrical Engineering • 1989 - 1994
Software Skills
- Python, C++, C#, JavaScript, TypeScript
- Linux, Windows, Docker, Database, EAP, MES, AOI
Language
- Chinese — Native Language
- English — Technical Document Listening, Speaking, Reading, Writing
Python Developer | Computer Vision & Image Processing Specialist
- 25+ years of software development experience | 8 years in Python development
- Expert in computer vision, image processing, machine learning, and Docker deployment
- Proficient in Linux (Ubuntu), Git, UML, and testing frameworks (UnitTest, JUnit)
💡 Skills & Expertise
- Programming Languages: Python, JavaScript, TypeScript, PHP
Computer Vision & Image Processing: OpenCV, YOLO, PyQt5, PySide6, CloudCompare
Containerization & Cloud: Docker, NAS deployment
- Databases: MongoDB, PostgreSQL, MySQL
- Frontend & Full-Stack Development: React, Next.js, React-Native, Laravel
- Operating Systems: Ubuntu (Debian-based), Windows
- Version Control & Testing: Git, UML, CVS, UnitTest, JUnit
📌 Key Projects
- Cross-Platform Computer Vision Inspection System
- Developed a computer vision application that runs on Windows, Linux, and Docker.
- Integrated 2D and 3D industrial cameras for high-precision measurement, defect detection, bin picking, and plant growth analysis.
- Leveraged YOLO AI for object classification and automated recognition.
🔹 Plant Growth Analysis System (Developed for Academia Sinica’s Agricultural Institute)
Designed and implemented an image analysis system to monitor plant growth.
Developed a scheduling system to control a gantry system for automated image collection and analysis, enhancing agricultural automation.
🔹 Next.js Application Development & NAS Deployment
Built dynamic data visualization applications using Next.js.
Utilized Docker to deploy applications on NAS for portability and maintainability.
🌍 International Collaboration Experience
Led a Manufacturing Execution System (MES) development team, overseeing enterprise-grade system development.
Served as Deputy IT Manager, collaborating with industrial camera and robotic arm suppliers from Germany, Japan, and South Korea.
🎯 Additional Highlights
Maintains open-source projects on GitHub and is well-versed in the open-source ecosystem.
Participated in UML technical forums to stay updated with the latest industry trends.
Personal Strengths: Passionate about technology, highly focused, and quick to learn and adapt to new technologies.
專案
IoT Data Collection
Raspberry Pi, PLC, and PC to collect data from connected sensors and devices. You can save data into a Database and show a Chart on the web.
Next.js Website
Use Next.js to develop a Website, including many webpages, and show a portfolio to clients.
YOLO Use Case
Use YOLO to train OK and NG images, get a model, and apply this model to a Computer Vision Application.
軟體開發架構
Personal Technical Reference Sites
Winerva Company: https://www.winerva.com/portfolio
Blog: https://blog.winerva.com
GitHub: https://github.com/fluber
DockerHub: https://hub.docker.com/search?q=winerva
Bitbucket: https://bitbucket.org/fluber/