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4-6 years
6-10 years
10-15 years
More than 15 years
AI Engineer @TSMC 台積電2022 ~ Present
・
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
Within one month
Employed
Full-time / Interested in working remotely
4-6 years
國立臺灣大學
・
機械工程研究所
Software Engineer @AMIS 帳聯網路科技股份有限公司2021 ~ Present
・
前端工程師 Front-End Developer
Within six months
flow Strengths Problem Solving Communicative Fast Learning Responsibility Detail Oriented Flexible Creative Know how Other related Experienced with API Platforms like Postman to test and communicate with others Experience in using Eslint and prettier for nice coding quality Language Speaks Mandarin and English Mandarine: native tongue English: fluent on communication TOEIC Golden Certificate GRE 323 TOEFL 104 Education NCCU - Computer Science ，Attended a Kaggle IR Competition, using TFIDF with Porter Stemming to get a result of Top 50% Created an broadcasting Android app "The cheif has something to say", which uses Parse Platform as our cloud audio database. User
Employed
Full-time / Interested in working remotely
4-6 years
NCCU
・
Computer Science
語言教師 Language Teacher
More than one year
益及托福課程。 Taichung City, TW Mobile/LINE ID: [email protected] 專業證照 TEFL 120小時英文教學證照 托福TOEFL iBT Total: 105/120 (R:26 L:25 S:26 W:28) 多益TOEIC Golden Certificate of TOEIC(975/990) Writing: 190/200 ; Speaking: 160/200 教學能力指標 求學期間皆以應用英語系為主要研讀領域，擁有將近8年的英文教
Employed
Part-time / Interested in working remotely
6-10 years
國立勤益科技大學
・
公關、語言
信用審核員 @花旗銀行2015 ~ 2015
・
Within one month
experience as a Commence coordinator and create new business projects at least US$1 million every year. Other experiences include government project researcher, financial and economic researcher, credit analyst, and Econometrics lab instructor. Mobile:； E-Mail: [email protected] New Taipei City, TW Official Certifications Google Analytics TOEIC Golden Certificate (Score: 940) Technical Skills Financial Statistics/Big Data Financial statements and ratios Macroeconomics R , Python, Big Data analysis T-test, Regression, K-means, ANOVA Five statistical-related graduate courses (inc. time series) Database/Cloud Excel (VBA, pivot) SQL Tableau Desktop & Server Power BI Google
4-6 years
University of Victoria (加拿大卑詩省省立大學)
・
經濟學(碩士)
Past
Operations Consultant & Process Coordinator @ Mercedes-Benz2018 ~ 2021
・
顧問
More than one year
Eric Lin A product development professional with 4 years' experience in sales, marketing and service across Automotive, High Tech and Consumer Goods industries. Passionate about engaging customers and fulfilling requirement by holding sales and marketing events and developing product and service improvement strategies. Currently seeking consulting and strategy planning positions to help businesses solve complex challenges. linkedin.com/in/[email protected] Work Experience Operations Consultant & Process Coordinator • Mercedes-Benz DecFebPlanned and executed strategy • Assessed the workshop capacity and provided Management strategy to Operational Manager • Optimized repair process and developed efficient
Unemployed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Mechanical EngineeringData Analyst @ASIA PACIFIC TELECOM CO., LTD. - TAIWAN2016 ~ 2018
・
PM
More than one year
Full-time / Interested in working remotely
6-10 years
BEIJING TSINGHUA UNIVERSITY
・
Masters in Management
marketing, sales, PM
Within two months
等 美國代理商管理 - Symmetry Electronics, Future Electronics, NuVision 產品方案簡報並展示推廣 合約協議範疇 - NDA保密協議, procurement agreement採購協議, rebate agreement策略折價協議, export certificate出口認證..等 HP Inc 惠普股份有限公司 Program Manager 專案經理 2011年9月-2015年9月 HP Inc.為全球前兩大的印表機及個人系統
Full-time / Interested in working remotely
10-15 years
暨南大學國際企業學系碩士班
・
marketing, sales, project managementProduct Manager @Appier2023 ~ Present
・
Product manager
Within three months
Employed
Full-time / Interested in working remotely
4-6 years
國立交通大學
・
英文系The Most Lightweight and Effective Recruiting Plan
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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
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
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
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.