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软体工程师
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Avatar of CHUN-HSIEN (TEDDY) LIN.
Avatar of CHUN-HSIEN (TEDDY) LIN.
資深管理師 @群聯電子 PHISON Electronics
2020 ~ 现在
一個月內
CHUN-HSIEN (TEDDY) LIN E-mail: [email protected] Tel:South Dist., Taichung City, Taiwan (R.O.C.) My name is Teddy Lin, and I come from Miaoli, Taiwan. I am 39 years old and hold three master's degrees. I specialized in Industrial Management at Chung Hua University in Taiwan, Environmental Science and Management at Samford University in the United States, and Computer Science at National Chung Hsing University in Taiwan. Currently, I am pursuing a Ph.D. in Data Science and Engineering at National Yang Ming Chiao
AutoCAD
Operating Performance Analysis
Occupational Health Safety Management
就职中
正在积极求职中
全职 / 对远端工作有兴趣
15 年以上
National Yang Ming Chiao Tung University
Institute of Computer Science and Engineering
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Avatar of the user.
Senior Software Engineer Android @Asia Pulp & Paper
2021 ~ 现在
Software Engineer Android/IOS
一個月內
Kotlin
Android
Flutter
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
dibimbing.id
Data Science
Avatar of 張逸.
Avatar of 張逸.
Backend Engineer @酷訊搜索股份有限公司
2021 ~ 现在
軟體工程師
一個月內
薦系統需要的節目標籤資料 (Django, Bootstrap, jQuery) 與臺科大 AI 中心合作撰寫推薦系統核心 (Keras, Pandas, MariaDB, Crontab) 串接遠傳智慧音箱使其能夠控制機上盒 (OAuth2, Docker, NodeJS) 機上盒網站開發~與前端工程師遠端合作更新會員中心 (PHP Phalcon, Memcache, Jenkins) Ski lls Programming Python Web Back-end Flask Django Data Science Pandas Selenium DevOps K8S Cloud Run
Python
git
Docker
就职中
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
4 到 6 年
政治大學
資訊科學
Avatar of Ta-Chun Lin (TC).
Avatar of Ta-Chun Lin (TC).
全端工程師 (電腦視覺及軟體) @Spingence (偲倢科技股份有限公司)
2020 ~ 2023
AI工程師、ML工程師、資料科學家、軟體工程師
一個月內
Ta-Chun Lin (TC) 從小居住海外的經歷,英語及中文皆為我的母語。這使我擁有了突出的學習及創新能力,來有效地獨自解決難題。 在現階段,我有大約6+年的產業經驗。於軟體,我開發過許多重大的大型系統(企業級ERP系統)及應用軟體(Web及App)。於AI,我訓
Software Development
Web Development
Machine Learning
就职中
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
4 到 6 年
澳洲昆士蘭科技大學 (QUT)
電腦科學 (碩士)
Avatar of Sina Pournia.
Avatar of Sina Pournia.
Machine learning developer @Alphatik
2019 ~ 现在
Machine learning developer
兩個月內
Sina Pournia | Software Developer [email protected]üsseldorf, North Rhine-Westphalia, Germany Software developer with a passion for creating solutions and technologies that revolutionize the way we work.Innovating at the core level of technology to build frameworks, SDKs, libraries, and architecting systems. Making technology work better for us all. Skills C++ Programming: Developing SDKs for Unreal Engine and customizing C++ libraries. Game Development: Skilled in Unreal Engine 5. Machine Learning: Training models and applying stable diffusion techniques. Data Science: Data analysis tools, meaning extraction, and data
Comprehensive
Independent
Answering Customer Questions
全职 / 我只想远端工作
15 年以上
Tabriz University
The Data Science Course,Machine Learning
Avatar of 鄭凱元.
活跃
Avatar of 鄭凱元.
活跃
AI Engineer @TSMC 台積電
2022 ~ 现在
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
一個月內
. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 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//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical Engineering (2013//7) NATIONAL TAIWAN UNIVERSITY (NTU) Bachelor of Mechanical Engineering (2009//6) CERTIFICATES Microsoft Professional Program: Data Science Certificate TOEIC Golden Certificate (915/990) PROJECTS
Python
machine learning
Linux
就职中
全职 / 对远端工作有兴趣
4 到 6 年
國立臺灣大學 (National Taiwan University)
機械工程研究所
Avatar of Robihamanto.
Avatar of Robihamanto.
iOS Developer @Rakuten
2022 ~ 现在
Mobile Developer
三個月內
Build an iOS application from scratch to order travel services, connecting travelers with travel agencies. iOS Developer • Indonesia President Election Overseas Taipei DecemberApril 2019 Build an iOS app from scratch to support the delivery of election ballots in the 2019 presidential election. iOS Developer • Sehati Group JanuaryJanuary 2019 Build an iOS application to perform daily pregnancy conditions for pregnant women. EducationNational Central University Master of Computer ScienceUniversitas Brawijaya Bachelor of Computer Science Skills Computer Science Machine Learning IOS Development Social Business Cocoa Touch Restful API Mobile Apps Core Data Flutter Languages English — Fluent Indonesian — Native or Bilingual
Computer Science
Machine Learning
IOS Development
就职中
兼职 / 我只想远端工作
4 到 6 年
National Central University
Master of Computer Science
Avatar of the user.
Javascript Developer
超過一年
Javascript(ES6)
React
Vanilla js
就职中
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
6 到 10 年
Avatar of 林暉騰.
Avatar of 林暉騰.
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ 现在
Software Engineer
一個月內
maintained : Develop defect detection function for camera lens module Develop cloth texture classifier function AI Software engineer, Foxlink, Jul 2021 ~ Present Developed & maintained : Develop defect detection function for iphone's USB pcb Develop defect detection function for Xbox controller Develop fake image generator by using Generative Adversarial Network for imbalanced data National Taiwan University of Science and Technology, Graduate Institute of Biomedical Engineering, 2014 ~ 2016 Publication : Improved Unconstrained Video Monitoring of Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value
Deep learning with TensorFlow
Keras
Computer Vision
就职中
目前没有兴趣寻找新的机会
全职 / 暂不考虑远端工作
4 到 6 年
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程
Avatar of the user.
Avatar of the user.
曾任
ICT Software Developer & Information/Data Management @Saipem
2021 ~ 2023
IT
三個月內
Microsoft Office
PHP
JAVA
待业中
正在积极求职中
全职 / 对远端工作有兴趣
15 年以上
Budi Luhur University
Computer Science

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职场能力评价定义

专业技能
该领域中具备哪些专业能力(例如熟悉 SEO 操作,且会使用相关工具)。
问题解决能力
能洞察、分析问题,并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对,并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法,且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序,有效运用时间,准时完成工作内容。
团队合作能力
具有向心力与团队责任感,愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展,有效引领团队采取行动,达成共同目标。
一個月內
Machine Learning Engineer
Logo of TSMC 台積電.
TSMC 台積電
2022 ~ 现在
Taiwan
专业背景
目前状态
就职中
求职阶段
专业
软体工程师
产业
人工智能 / 机器学习, 半导体
工作年资
4 到 6 年
管理经历
技能
Python
machine learning
Linux
Web Crawling
Deep Learning
Docker
Computer Vision
Git
C++
语言能力
Chinese
母语或双语
English
专业
求职偏好
希望获得的职位
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
预期工作模式
全职
期望的工作地点
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
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
國立臺灣大學 (National Taiwan University)
主修科系
機械工程研究所
列印
Profile 00 00@2x e294063b2878e4164ba1dd904aa6b8bae6a97e19937899e4b4af853acf30de5d

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.
Mechanical Engineer (Vehicle Chassis), HAITEC, 2016/9 - 2018/4 
  • 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


Readings 00 00@2x ce5676dabcce042724a6fc4c3413d6a86ad9c78eecb848896433e32c60b7006b

Microsoft Professional Program: 

Data Science Certificate


Readings 00 01@2x 77cc06c91fae4dd43a069fa4b813524cd022d4a79115524d3f0d6b9220dfd71d

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
Kaggle competition (Group Project) --- TalkingData Mobile User Demographics
  • 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.

简历
个人档案
Profile 00 00@2x e294063b2878e4164ba1dd904aa6b8bae6a97e19937899e4b4af853acf30de5d

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.
Mechanical Engineer (Vehicle Chassis), HAITEC, 2016/9 - 2018/4 
  • 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


Readings 00 00@2x ce5676dabcce042724a6fc4c3413d6a86ad9c78eecb848896433e32c60b7006b

Microsoft Professional Program: 

Data Science Certificate


Readings 00 01@2x 77cc06c91fae4dd43a069fa4b813524cd022d4a79115524d3f0d6b9220dfd71d

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
Kaggle competition (Group Project) --- TalkingData Mobile User Demographics
  • 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.