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On
4-6 years
6-10 years
10-15 years
More than 15 years
Team Lead @工業技術研究院2020 ~ 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
發: 3~5人團隊 面試與新進人員訓練: 正職、工讀生 跨團隊技術合作: 其他部門、國內外公司、學校 技術研發 影像深度學習技術: Object Detection, Image Segmentation, Depth Estimation 多重感測器融合技術: RGB Camera, Thermal Image Camera and LiDAR Sensor Fusion 模型精準度與效能優化: 平行處理、GPU加速優化 跨平台AI建置與
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
資訊工程學所
Engineering Manager @Viscovery 創意引晴股份有限公司2018 ~ Present
・
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
Electrical Engineering
Data science lecturer @Ittraining2020 ~ Present
・
Data Scientist 資料科學家_數據分析師
Within one month
Detection: Detect Player Contacts from Sensor and Video Data, 2023/03/03 AIGC (生成式AI): - Bronze medal (solo): (Kaggle) Stable Diffusion - Image to Prompts: Deduce the prompts that generated our "highly detailed, sharp focus, illustration, 3d renders of majestic, epic" images, 2023/05/16 Object detection (目標檢測): - 4th place (solo): (Aidea AI CUP) 肺腺癌病理切片影像之腫瘤氣道擴散偵測競賽 I：運用物體偵測作法於找尋STAS, 2022/06/02
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
・
人工智慧Past
Senior Software Engineer @DOINT2021 ~ 2023
・
Software engineer, Image Processing engineer, Algorithm engineer
Within three months
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Communication Engineering
機器學習工程師 @日新軟體股份有限公司2021 ~ 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 six months
Eddy Chen Machine Learning Engineer New Taipei City, Taiwan 2 years of experience in self-driving car project and focus mainly on object detection, sensor fusion and sensor calibration. 3+ years of experience in machine learning. Used to conduct research in medical AI projects and possess experience in implement real-world end-to-end ML project . Skills Programming Languages Python C++ SQL Machine Learning TensorFlow Pytorch Scikit-learn Matplotlib Others FastAPI Docker Redis Linux Certification Taiwan AI Academy - AI Technical Professionals Program NVIDIA DLI Certificate – Applications of AI for Anomaly Detection Work Experience Machine
Employed
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
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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
Unemployed
Job Search Progress
Ready to interview
Professions
Web Designer, Back-end Engineer, Software Engineer
Fields of Employment
Software, Blockchain, SaaS / Cloud Services
Work experience
2-4 years
Management
None
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
Senior Software Engineer
Job types
Full-time
Locations
Taipei, Taiwan
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
大同大學
Major
資訊工程學系
This resume has been archived
and will no longer maintained
Please refer to the latest resume here
Experience
2022.06 ~ 2022.12 - Backend Software Engineer - 1TM
- Implement leaderboard of 1CU(3000 user data with 250 ms respond time)
- Reduce CI/CD pipeline docker image size by 5176%
- Implement team wallet(integrate with Ethereum blockchain)
- Implement authorship token and enthuse token(integrate with Ethereum blockchain)
- Refactor 1TM website searching functionality
2021.05 ~ 2022.01 - Full-stack Software Engineer - Glasnostic
Front-end:
- Implement account center functionality(change name, change username, change password ... etc.)
- Implement organization and team page of account-management page
- Improve theme system of website(add dynamic theming based on user preferences)
Back-end:
- Use gRPC to build segmentation for auto filter traffic
- Implement user avatar service(upload, get, update avatar)
- Improve webhook trigger system
2020.06 ~ 2020.12 - Machine Learning Software Engineer Intern - Industrial Technology Research Institute
- Implement Re-identification car system with Tensorflow and Faiss using siamese network
2019.06 ~ 2020.06 - Full-stack Software Engineer - Industry-Academy Cooperation
We help to develop a machine dog for elderly care solution, include the following
- Build real time socket server and client from scratch
- Implement facial recognition, body action recognition, emergency call out ... etc.
2018.06 ~ 2018.09 - Full-stack Software Engineer Intern - Hgiga
Re-write old .NET website to PHP
Migrate database
2020.02 ~ 2020.06 - Object Oriented Programming Teaching assistant - Tatung University
Instructional Evaluation: 4.39/5.0(Total class students: 62 students)
Awards
2020 ACM-ICPC Asia Taipei-Hisnchu Regional Contest - Honorable Mention
2017 ACM-ICPC Asia Hua-Lien Regional Contest - Honorable Mention
2020 ACM-ICPC Taiwan National Contest for Private University - Silver Medal
2017 ACM-ICPC Taiwan National Contest for Private University - Honorable Mention
2019 全國大專校院軟體創作競賽 - Merit Award
2019 大四專題作品競賽 - The High Distinction Award
2017 ACM-ICPC Asia Hua-Lien Taiwan Online Programming Contest
Blog Post
Git 進階使用 - Git Hook | Shawn Hsu - First page result in google search
AART
Using python, YOLOv3, LSTM and OpenPose to implement real time sports analysis program(in this case we use
basketball)
In our implementation, we provide GUI(Graphic User Interface), using WxPython to build with and have the
following features
- multiple input source(live camera, video)
- i18n(traditional chinese, english) using gettext library
According to our statistics, the accuracy of YOLOv3 is 80.5%, which contain the person, the basketball and the
basket ring. And the accuracy of LSTM is 99.5%. Overall there’s still room for improvement
Education
2016.09 ~ 2020.06 Bachelor of Computer Science and Information Engineering, Tatung University
Rank – 17/130
This resume has been archived
and will no longer maintained
Please refer to the latest resume here
Experience
2022.06 ~ 2022.12 - Backend Software Engineer - 1TM
- Implement leaderboard of 1CU(3000 user data with 250 ms respond time)
- Reduce CI/CD pipeline docker image size by 5176%
- Implement team wallet(integrate with Ethereum blockchain)
- Implement authorship token and enthuse token(integrate with Ethereum blockchain)
- Refactor 1TM website searching functionality
2021.05 ~ 2022.01 - Full-stack Software Engineer - Glasnostic
Front-end:
- Implement account center functionality(change name, change username, change password ... etc.)
- Implement organization and team page of account-management page
- Improve theme system of website(add dynamic theming based on user preferences)
Back-end:
- Use gRPC to build segmentation for auto filter traffic
- Implement user avatar service(upload, get, update avatar)
- Improve webhook trigger system
2020.06 ~ 2020.12 - Machine Learning Software Engineer Intern - Industrial Technology Research Institute
- Implement Re-identification car system with Tensorflow and Faiss using siamese network
2019.06 ~ 2020.06 - Full-stack Software Engineer - Industry-Academy Cooperation
We help to develop a machine dog for elderly care solution, include the following
- Build real time socket server and client from scratch
- Implement facial recognition, body action recognition, emergency call out ... etc.
2018.06 ~ 2018.09 - Full-stack Software Engineer Intern - Hgiga
Re-write old .NET website to PHP
Migrate database
2020.02 ~ 2020.06 - Object Oriented Programming Teaching assistant - Tatung University
Instructional Evaluation: 4.39/5.0(Total class students: 62 students)
Awards
2020 ACM-ICPC Asia Taipei-Hisnchu Regional Contest - Honorable Mention
2017 ACM-ICPC Asia Hua-Lien Regional Contest - Honorable Mention
2020 ACM-ICPC Taiwan National Contest for Private University - Silver Medal
2017 ACM-ICPC Taiwan National Contest for Private University - Honorable Mention
2019 全國大專校院軟體創作競賽 - Merit Award
2019 大四專題作品競賽 - The High Distinction Award
2017 ACM-ICPC Asia Hua-Lien Taiwan Online Programming Contest
Blog Post
Git 進階使用 - Git Hook | Shawn Hsu - First page result in google search
AART
Using python, YOLOv3, LSTM and OpenPose to implement real time sports analysis program(in this case we use
basketball)
In our implementation, we provide GUI(Graphic User Interface), using WxPython to build with and have the
following features
- multiple input source(live camera, video)
- i18n(traditional chinese, english) using gettext library
According to our statistics, the accuracy of YOLOv3 is 80.5%, which contain the person, the basketball and the
basket ring. And the accuracy of LSTM is 99.5%. Overall there’s still room for improvement
Education
2016.09 ~ 2020.06 Bachelor of Computer Science and Information Engineering, Tatung University
Rank – 17/130