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4-6 years
6-10 years
10-15 years
More than 15 years
SR. Vision System Engineer @開必拓數據2019 ~ Present
・
資深視覺工程師 / 專案經理
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立聯合大學 National United University
・
電子工程
副教授 @福建省福州市外語外貿學院2024 ~ Present
・
專案管理
Within one month
電網應用。 專案管理 城市，TW [email protected] 技能 資料通訊 Zigbee、Wifi、Lora、RF 各類無線通訊架構資料傳輸、加解密. 大數據分析 使用R、python等語言進行資料分析、拆解、儲存等 物聯網 使用Arduino、ES8266、Raspberry pi等開放硬體，架構無線感測網路。搭配Node-red、Heroku、Dockers等雲端平台，執行
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
國立高雄科技大學(原國立高雄應用科技大學)
・
電機工程
Staff Cloud Architect Enginner @域動行銷股份有限公司2023 ~ Present
・
雲端工程師，雲端架構師，數據架構師
Within one month
CHEN, PING-HUNG 陳 柄 宏 Cloud Data Engineer New Taipei City, Taiwan I hold certifications for both AWS and Azure platforms, and have been continuously deepening my knowledge in cloud computing. I am skilled in using Python programming language for data science-related tasks and automation operations. I have participated in big data projects such as smart transportation and real estate prediction, and I aspire to not only leverage my current skillset but also to be part of a team that encourages learning and growth for future [email protected] Skills Python Program writing
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學
・
圖書資訊Full-time / Interested in working remotely
4-6 years
國立台灣大學土木工程學系 Dept. of Civil Engineering, National Taiwan University
・
GeoTechnical EngineeringJava Software Engineer @Music Reports Inc2020 ~ Present
・
Java Software Engineer
More than one year
Full-time / Interested in working remotely
4-6 years
California State University
・
Computer Science
Past
博士後研究員 @洛桑大學神經發育疾病實驗室2023 ~ 2023
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
訊號分析、神經細胞追蹤分析，與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或雙語 French — 初階 學歷 洛桑聯邦理工學
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
・
神經科學Software Engineer
Within one month
術，能快速吸收新技術以進行系統開發和創新。 Education 國立暨南國際大學 資訊工程系 碩士 Computer Science and Information EngineeringMaster's DegreeBachelor's Degree Skills C/C++ Python Linux Kubernetes Docker Networking IPv6 Languages Chinese — Native English — Fluent Skills Skills Keywords Overview Descriptions Programming C/C++ Python System Level Programming, Scripting, Data Processing 熟悉以 C/C++ 和 Python 進行系統應用開發。 System Management Linux
Studying
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立暨南國際大學(National Chi Nan University)
・
Computer Science and Information Engineering
Software Developer @TMA Solutions2021 ~ Present
・
Software Engineer / Backend Engineer
Within one month
Overall Position: DevOps + Backend Back-end Developer Intern • FPT Software JanMay 2020 # Cosmetic management system - Japanese customer: The project that help design a system to efficiently handle cosmetic inventory, employees , and voucher systems. Scale: 50+ people Technologies: Java (Spring boot) PostgreSQL MyBatis Roles and Responsibilities: Backend: Implement back-end API server with PostgreSQL and MyBatis mapping. Overall Position: Backend Skills Programming language: Python (Script and Flask), Java (Core and Spring Boot) Database : MariaDB, MySQL Containerize : Docker Scale, deploy and manage application: Kubernetes, Helm Installation: Ansible playbooks Basic knowledge: Automation test (Robot framewo...
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
FPT University
・
Computer Software Engineering
Past
網頁程式開發（後端） @Evision Solution2019 ~ 2021
・
Software Engineer
Within one month
HHIN-CHUNG CHEN - Familiar with large data querymillion+, oracle) - Intermediate skill on Front-End Developing. ( HTML, CSS ) - Advanced skill on Back-End Developing. ( PHP, Node JS, Python ) - Transnational cooperation with medium-sized team. ( about 20+ teammates ) - Always have strong willing to learn. Background: - E-commerce platform in Taiwan. - Warehouse manage system in China. Software Engineer Taipei Special Municipality，TW [email protected] 主要技能 Program Language: PHP Framework: ThinkPHP(5.1), Laravel(5.4) Database: Oracle, MySql Vsersion Control: Git, SVN 其他技能 Programming
Unemployed
Full-time / Remote Only
6-10 years
National University of Kaohsiung
・
Computer Science and Information Engineering
後端軟體工程師 @MediaTek 聯發科技(Career派遣)2021 ~ Present
・
Software Engineer / Backend Engineer
Within one month
要的通知 軟體工程師 • 布塔資訊有限公司 四月三月串接api (Laravel) 2. 與pm合作進行產品迭代 3. unitTest 整合測試 4. 開發與維護現有專案的業務邏輯 技能 Programming golang php python Database & cache postgresql redis DevOps Grafana Prometheus Loki Docker K8s ansible terraform Cloud AWS CICD Drone gitea-action HTTP restful graphql grpc 學歷 弘光科技大學 Department of Information Management
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
弘光科技大學
・
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Professional Background
Current status
Employed
Job Search Progress
Professions
Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Semiconductor
Work experience
4-6 years
Management
None
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Professional
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
台灣台北市, 台灣新北市, 台灣新竹市新竹, 台灣桃園市桃園區桃園
Remote
Interested in working remotely
Freelance
No
Educations
School
國立臺灣大學 (National Taiwan University)
Major
機械工程研究所
鄭凱元 (Kai-Yuan Cheng)
Machine Learning Engineer focusing on super resolution, object detection, and face recognition.
Strongly interested in deep learning and computer vision.
Graduated from National Taiwan University with Master of Mechanical Engineering.
AI/ML Engineer
Date of Birth: 1991/8/25
Mobile: +886(0)919-165-221
E-mail: [email protected]
LinkedIn: www.linkedin.com/in/m06800825
PROFESSIONAL EXPERIENCE
Data Scientist (Computer Vision), TSMC, 2022/4 - Present
- Super resolution for wafer patch enhancement
- Computer vision algorithm development.
Machine Learning Engineer (Computer Vision), VIVOTEK, 2019/2 - 2022/4
- Neural Network architecture design and optimization.
- Computer vision algorithm development.
- Design and develop steering wheel and airbag.
SKILLS
Programming
- Python
- C++
Development Tools
- PyTorch
- OpenCV
- Linux
- Docker
- Git
Domain knowledge
- Super resolurion
- Object detection
- Face detection and recognition
- Machine Learning
- Web Crawling
EDUCATION
INSTITUTE FOR INFORMATION INDUSTRY
Data Engineering and Data Analytics Intensive Training Program (2018/6 - 2018/11)
NATIONAL TAIWAN UNIVERSITY (NTU)
Master of Mechanical Engineering (2013/9 - 2015/7)
NATIONAL TAIWAN UNIVERSITY (NTU)
Bachelor of Mechanical Engineering (2009/9 - 2013/6)
CERTIFICATES
Microsoft Professional Program:
Data Science Certificate
TOEIC Golden Certificate
(915/990)
PROJECTS
Super Resolution for wafer defect detection
- Develop model to enhance wafer images for improving defect capture rate
- Improve defect capture rate by 20%
Object detection in surveillance system
- Develop models based on YoloX, Yolov4 and RetinaNet for wall mount and ceiling mount cameras.
- Model compression and deployment on camera: (a) Reduce model size by 4x (b) Reduce inference time by 2x
Pedestrian and vehicle attribute recognition
- Detect age, gender, accessories, and dress color of pedestrians. The valation accuracy is around 90%.
- Detect color of vehicles. The validation accuracy is around 92%.
Face detection and recognition
- Develop detection model based on RetinaFace
- Face alignment by using face landmarks from face detection.
- Develop recognition model based on ArcFace
- Serve as team leader, assign tasks and manage project progress.
- In charge of training data preparation and model architecture design.
- Predict China mobile users' characteristics based on their app usage, location, and device properties.
SUMMARY
- Continuously study SOTA deep learning algorithms of computer vision.
- Design Neural Network architecture and integrate into products of the company.
鄭凱元 (Kai-Yuan Cheng)
Machine Learning Engineer focusing on super resolution, object detection, and face recognition.
Strongly interested in deep learning and computer vision.
Graduated from National Taiwan University with Master of Mechanical Engineering.
AI/ML Engineer
Date of Birth: 1991/8/25
Mobile: +886(0)919-165-221
E-mail: [email protected]
LinkedIn: www.linkedin.com/in/m06800825
PROFESSIONAL EXPERIENCE
Data Scientist (Computer Vision), TSMC, 2022/4 - Present
- Super resolution for wafer patch enhancement
- Computer vision algorithm development.
Machine Learning Engineer (Computer Vision), VIVOTEK, 2019/2 - 2022/4
- Neural Network architecture design and optimization.
- Computer vision algorithm development.
- Design and develop steering wheel and airbag.
SKILLS
Programming
- Python
- C++
Development Tools
- PyTorch
- OpenCV
- Linux
- Docker
- Git
Domain knowledge
- Super resolurion
- Object detection
- Face detection and recognition
- Machine Learning
- Web Crawling
EDUCATION
INSTITUTE FOR INFORMATION INDUSTRY
Data Engineering and Data Analytics Intensive Training Program (2018/6 - 2018/11)
NATIONAL TAIWAN UNIVERSITY (NTU)
Master of Mechanical Engineering (2013/9 - 2015/7)
NATIONAL TAIWAN UNIVERSITY (NTU)
Bachelor of Mechanical Engineering (2009/9 - 2013/6)
CERTIFICATES
Microsoft Professional Program:
Data Science Certificate
TOEIC Golden Certificate
(915/990)
PROJECTS
Super Resolution for wafer defect detection
- Develop model to enhance wafer images for improving defect capture rate
- Improve defect capture rate by 20%
Object detection in surveillance system
- Develop models based on YoloX, Yolov4 and RetinaNet for wall mount and ceiling mount cameras.
- Model compression and deployment on camera: (a) Reduce model size by 4x (b) Reduce inference time by 2x
Pedestrian and vehicle attribute recognition
- Detect age, gender, accessories, and dress color of pedestrians. The valation accuracy is around 90%.
- Detect color of vehicles. The validation accuracy is around 92%.
Face detection and recognition
- Develop detection model based on RetinaFace
- Face alignment by using face landmarks from face detection.
- Develop recognition model based on ArcFace
- Serve as team leader, assign tasks and manage project progress.
- In charge of training data preparation and model architecture design.
- Predict China mobile users' characteristics based on their app usage, location, and device properties.
SUMMARY
- Continuously study SOTA deep learning algorithms of computer vision.
- Design Neural Network architecture and integrate into products of the company.