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On
4-6 years
6-10 years
10-15 years
More than 15 years
Taoyuan City, Taiwan
Past
Product Manager @TG3D Studio2023 ~ 2023
・
市場調查、市場分析、商業分析、資料分析
Within one month
體 (人體掃描機) 物料採購、庫存控管、出貨測試 ・權限管理: 開設客戶帳號及開通平台功能，確認符合訂單所需 # 人體掃描 # AI 演算法 # 3D 動畫 # 數位時尚（服裝, 布料數位化, 藝術創作） Product Manager • 雄獅資訊科技股份有限公司 九月一月 2023 ・專案管理: 了解新事
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taipei University of Business 國立台北商業大學
・
商品創意經營學系
主任工程師 @創奕能源科技股份有限公司2023 ~ Present
・
軟體工程師
Within one month
網IoT MQTT ：整合 JavaScript 與 Python，實現 MQTT協議連線，建立即時通訊機制，應用於多種情境。 5.JavaScript 貪食蛇遊戲：開發 JavaScript 貪食蛇遊戲，藉此練習演算法和語法，展現對 JavaScript 的深入理解和實際應用。 前端技術： 1.使用 HTML、CSS 開發具有響應式設計（RWD）的前端網頁，確保在不同
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
大華科技大學
・
電子工程系
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)2023 ~ 2023
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
・
Mechanical EngineeringEmployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中正大學
・
資訊工程
Deputy Manager @Wistron NeWeb Corporation2021 ~ Present
・
Software Manager / Software Supervisor
Within two months
實現深度學習/AI在嵌入式系統的實現(AIOT), 負責在Embedded Linux / Coretronic X86 platform 實作深度學習推論引擎 (ARMNN, nGraph, Openvino)。 Face recognition system , 負責 inference engine與 in-house algorithm整合以及系統開發。 360 meeting system, 負責 inference engine與 in-house algorithm以及系統開發。 參與和矽谷AI晶片公司合作開發 AI inference engine, 負責其中的架構
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
Nation Tainan University
・
Wirelesss Sensor Network軟韌體測試品保工程師 @佳能企業股份有限公司 Ability Enterprise Co. Ltd.2024 ~ Present
・
QA Engineer
Within one month
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
中原大學 Chung Yuan Christian University
・
資訊工程
軟韌體研發工程師 @台灣佳能2014 ~ Present
・
軟韌體工程師
Within two months
障USB UAC/UVC Client端相關問題分析與處理 Microsoft teams Audio specification產品認證問題分析，分析處理Audio Noise及AEC問題 WebRTC Acoustic Processing Module 整合與導入 Smoothstep 相關演算法開發及應用 確保資料Pipeline 順暢運行 排除故障Audio Codec Driver I2C/SDIO/SPI/GPIO周邊裝置裝置控制與通訊 排除故障產品省電
Employed
Full-time / Not interested in working remotely
6-10 years
淡江大學
・
資訊工程所
Java資深工程師 @智鈦星平台服務有限公司2023 ~ Present
・
JAVA軟體工程師
Within three months
構下，各客端客製化專案開發 全端工程師負責專案主責開發與規劃統籌 客製化自動網路爬蟲開發(爬蟲機器人)、圖片辨識演算法開發 自動化測試專案架構開發 RESTful API 開發 協助客端即時線上除錯、後臺系統操作畫面開發與維護 mongoDB、Redis 資料庫應用
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台北商業大學
・
資訊管理
Past
組長 @財團法人黑松教育基金會2015 ~ 2023
・
專案經理
Within six months
同時與5家廠商協作。 作為負責人，在接手計畫第二年，使教師參與率成⻑50%，超出⽬標，在2021年獲「未來教育台灣100」肯定。 在社群演算法不斷變動的困境下，帶領團隊滾動調整策略，使互動率在3年間提升14.3%。 工作評價 ： 主管能放心交辦任務並期待
Unemployed
Full-time / Interested in working remotely
6-10 years
國立政治大學公共行政及企業管理教育中心
・
企業經理人進修班
Active
Active
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
Engineering. AI/ML Engineer Date of Birth: 1991/8/25 Mobile:E-mail: [email protected] LinkedIn: www.linkedin.com/in/mPROFESSIONAL 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//4 Neural Network architecture design and optimization. Computer vision algorithm development. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools
Employed
Full-time / Interested in working remotely
4-6 years
國立臺灣大學 (National Taiwan University)
・
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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 (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.