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Senior Software Engineer (Python/NLP/Flask) @PaceWisdom Solutions
2022 ~ 现在
Software Engineer
一個月內
Excel
Python
Flask-RESTful
就职中
正在积极求职中
India
全职 / 我只想远端工作
4 到 6 年
SGSITS
Computer Engineering
Avatar of 蔡益嘉.
Avatar of 蔡益嘉.
C++ Developer @Tain Global Capital., Ltd.
2024 ~ 2024
Software engineer
一個月內
user experience by providing real-time visual feedback. Software Developer • Micron Technology 九月五月 2024 | Taipei, Taiwan Co-authored a paper on enhancing image analysis operations, leading to reduced manual inspection costs and improved quality control. Co-authored a paper introducing new logical operations to enhance data analysis, reducing processing time by over 80% and significantly improving production efficiency. Successfully packaged and migrated 4 data processing projects from a local environment to cloud platform, leveraging Azure and OpenShift to improve data accessibility and reduce maintenance costs. Optimized data transfer services resulting in 60% improvement
IELTS
C++ Language
MongoDB
就职中
正在积极求职中
Taiwan・United Kingdom
全职 / 对远端工作有兴趣
4 到 6 年
Queen Mary University of London
Computer Science
Avatar of 吳書溥.
Avatar of 吳書溥.
SA @網際威信 HiTRUST
2024 ~ 现在
Software Engineer / Backend Engineer
一個月內
吳書溥 台灣 || [email protected] Senior Back-End Developer with over a decade of experience, possessing a strong foundation in development and design. Skilled in communication and providing support to team members, approaching tasks with calmness and responsibility. Passionate about data science and ML. 工作經歷 Senior Back End Devel0per • 英仕國際 三月四月 2024 | Taipei, Taiwan Optimized callback service for high concurrency, reducing response time by 30%, and resolved race condition issues using the Singleton pattern. Developed a MySQL partition script tool, reducing query
JAVA
Golang
SQL
就职中
正在积极求职中
Taiwan
全职 / 对远端工作有兴趣
10 到 15 年
National Chung Hsing University
Computer Science and Engineering
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
Software Engineer
一個月內
CHUN-HSIEN (TEDDY) LIN E-mail: [email protected] Tel:Zhunan Town, Miaoli County, Taiwan (R.O.C.) My name is Teddy Lin, and I am from Miaoli, Taiwan. I am 40 years old and hold three master's degrees. I majored in Industrial Management at Chung Hua University in Taiwan, Environmental Science and Management at Stanford 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 Tung
AutoCAD
Operating Performance Analysis
Occupational Health Safety Management
就职中
正在积极求职中
Taiwan
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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Senior Software Engineer @iKala 愛卡拉互動媒體股份有限公司
2022 ~ 现在
Software Engineer/AI Engineer/ML Engineer/Customer Engineer
一個月內
nlp machine learning
AI & Machine Learning
ELK stack
就职中
目前会考虑了解新的机会
Taiwan
全职 / 对远端工作有兴趣
6 到 10 年
國立中央大學
認知與神經科學所
Avatar of Charles Li.
Avatar of Charles Li.
資深工程師 @遠傳電信股份有限公司
2024 ~ 现在
Software Engneer
一個月內
全國大專校院資訊應用服務創新競賽 - 第三名 投刊論文 / Paper 碩士班期間和指導教授共同發表會議論文,投刊至IEEE International Conference on Data Science and Systems "A Deep Learning Approach to Sensory Navigation Device for Blind Guidance," accepted by The 7th International Workshop on Embedded Multi-core Computing and Applications (EMCAin conjunction with The 20th IEEE International Conference on High Performance Computing and Communications (HPCC-2018), June 28-30, 2018, Exeter, Devon
Deep Learning
Python
NodeJs
就职中
目前会考虑了解新的机会
Taiwan
全职 / 对远端工作有兴趣
4 到 6 年
逢甲大學
資訊工程學系
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Avatar of 張逸.
Backend Engineer @酷訊搜索股份有限公司
2021 ~ 现在
軟體工程師
兩個月內
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 FastAPI Data Science Pandas Selenium MySQL DevOps K8S Cloud Run GCP
Python
git
Docker
就职中
Taiwan
全职 / 对远端工作有兴趣
4 到 6 年
政治大學
資訊科學
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Senior Robotic Process Automation Developer @HachiAI
2020 ~ 现在
RPA Developer / IT Lead / Project Manager
一個月內
Process Analysis
Proficiency in RPA Tools
Solution Design
就职中
Pakistan
全职 / 我只想远端工作
4 到 6 年
University of the Punjab
Computer Software Engineering
Avatar of Andy Ke.
Avatar of Andy Ke.
Senior Software Development Enginner @Sotera Wireless Inc.
2023 ~ 现在
Software Engineer
半年內
Software Development and Product Deployment Work Experience Senior Software Engineer (Contractor) • Sotera Wireless Inc. MayPresent 1. AWS cloud service development and maintenance 2. Medical device software development 3. Customer side production deployment 4. Software integration with thrid-party algorithm vendor #AWS #Python #Data Science #Data Storage #Postgres #Oracle #API #Docker Project Engineer • Foxconn Technology Co., LTD MarchMayProject management 2. IT operation and maintenance management 3. App and Front-End UI development #Project Management #Python #Full-Stack #Angular Project Manager and
C++
Django
HTML/CSS/JS
就职中
Taiwan
全职 / 对远端工作有兴趣
6 到 10 年
NTUST
Graduate Institute of Automation And Control
Avatar of Tyler Lu.
Avatar of Tyler Lu.
曾任
Data Scientist @安智聯科技
2023 ~ 2024
軟體工程師
一年內
UI/UX, and business logic layer development Experience in electromechanical software design or integration Proficient in automation control, including I/O, motor/drive control, pneumatic/vacuum systems S killed in Library packaging and integration for equipment-related sensors and measurement instruments Extensive practical experience in Kaggle data science competitions Proficient in various machine learning and deep learning models Experienced in artificial intelligence-related skills, including data preprocessing and exploratory data analysis [email protected] Experience Data Scientist • AIoT Co., Ltd. MayJan 2024 Defect identification AI tool UI/UX and business logic
Word
C#
Excel
待业中
Taiwan
全职 / 暂不考虑远端工作
4 到 6 年
National Central University
資訊工程學系

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半年內
Machine Learning Engineer
Logo of TSMC 台積電.
TSMC 台積電
2022 ~ 现在
Taiwan
台灣
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.