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職場能力評價定義
Chia-Yu Tung (Joey Dong)
[email protected] • (+886) 977183535
Hi, I'm Joey an intermediate level of algorithm engineer working on computer vision, deep learning and VR systems.
I have worked for 3+ years in the industry of Computer Vision, VR, and AI.
I also have 5+ years（2y academic + 3 year industrial) research experience of topics in CV, Deep Learning applications, VR systems, and UX.
I am passioned about building state of the art realtime computer vision solution in domain such as VR, AR, embedded vision and autonomous driving systems.
Please check the projects and publications section below for more detail.
Skills
Computer Vision &
Machine Learning:
Language: Python
Libraries: Pytorch, OpenCV,
XGBoost, Tensorflow, Keras.
Website Development :
NTHU Socail Gym, AII WorkShop, ECS Motherboards
Front-end: HTML, JS, jQuery, AJAX
Back-end: PHP, SQL, PL/SQL
System Software / Android App :
Language: C#, JAVA, C++
Database: MySQL, SQLite
Others: Docker
Experience
Qualcomm: XR Engineer, Jun. 2020 - Current
Department of Multimedia R&D, XR research group:
- Deep learning research and model development of computer vision (CV) tasks.
- Semi-supervised learning, data preprocessing and feature engineering on CV tasks.
- Hand tracking, gesture recognition model development in realtime XR system.
- Develop features for 3D reconstruction group.
- Develop realtime Instance segmentation model on XR chipsets by 50 FPS.
- Post training model quantization to FP16 and INT8.
Bosch Center for AI: Intern in Deep Learning, Jun. 2019 - Sep. 2019
Full-time intern in deep learning for Automatic Optical Inspection at consulting team : Implement and run experiment of latest anomaly and defect detection methods by generative models on my own. (AutoEncoder & GAN)
Appier: Machine Learning Research Intern, Nov. 2018 - Mar. 2019
(17-18 The AI 100) Full-time RA / intern at Fintech team working on Inclusive Finance project
- Computer Vision solutions: improved 24% classification results in accuracy.
- Biological digital signal processing to achieve real-time heart rate monitoring.
- Video feature engineering
- Data visualization
Logitech Far East: Internship, Feb - Sep 2017
Part-Time at Department of TDE in R&D group
-Testing system software development in C#
- Improved from original system code in Delphi.
- Re-designed UI and implemented C code Dynamic-link libraries (DLL) connection.
ITRI: Assistant Software Engineer, Sep 2016 - Jan 2017
Computational Intelligence Technology Center (Part-time)
- Text mining tool development in JAVA, JS, HTML.
- Study of Comment mechanism on Japan EC Websites.
- Japanese translation.
EliteGroup Computer: Internship, Mar-Jun 2016
Full-Stack Web Development and Maintenance (Full-time)
- Filter System implemented on Official Site Motherboards page.
- Implementing the Motherboard Driver OS Selection System on the Official Site Management System.
- ASP.NET Programming by C#.
Education
RWTH Aachen University
Exchange Student, Computer Science, Mar. 2019 - Sep. 2019
National Tsing Hua University (NTHU)
MSc. Information System and Application, Sep. 2016 - Oct. 2019, GPA 3.94 / 4.3
Advisor: Min Sun
Research: Computer Vision, Deep learning application, Human-computer interaction.
National Yunlin University of Science and Technology (YunTech)
Activity and Society:
Director of Hot Music Club, Public Relationship Team of CSIE Student Association.
Honors & Awards
Phison Electronics Corp. Scholarship
Issuer: Phison Electronics Corp.
Date: Aug 2017
Description:
10 students from the college of EECS http://sthousing.nthu.edu.tw/scholarship/docs/1520605.pdf
Good Poster Award
(2nd Place)
Issuer: Porf. Hao-Chuan Wong
Date: Jun 2017
Description:
NTHU ISA5578 Social Computing final paper presentation, Spring 2017
https://drive.google.com/drive/u/1/folders/0B3lMR2Uk5FTQcFhRWHFVaThpT3M
Seed Student Nomination - 2016 Modern Web Taiwan Conference
Issuer: iThome
Date: Aug 2016
Description: http://modernweb.tw/ http://ithometw.kktix.cc/events/mw2016-student-program
Best Popularity Award - Competition of Practicing Project for Senior Student
Issuer: Dept. of CSIE, YUNTECHDate: Dec 2015
Description: https://drive.google.com/drive/u/1/folders/0B3lMR2Uk5FTQcFhRWHFVaThpT3M
Publications
2018 International Conference on Intelligent Robots and Systems (IROS)
DLWV2: a Deep Learning-based Wearable Vision-system with Vibrotactile-feedback for Visually Impaired People to Reach Objects
Meng-Li Shih, Yi-Chun Chen, Chia-Yu Tung, Cheng Sun, Ching-Ju Cheng, Liwei Chan, Srenivas Varadarajan, and Min Sun.
Accepted, will publish in 2018, Oct.1.
TAICHI 2017
第三屆台灣人機互動研討會
Enabling Social GYM with Human Computation
Chia-Yu Tung, Hector Cambranes, Hsin-Yu Chien
This poster paper is published on: http://taichi2017.csie.ncku.edu.tw/program/index.html#program
Projects (Except publications)
Interactive, Mobile, Wearable and Ubiquitous Technologies
Submitted, not open
SMART: AIoT Intention Anticipation and Missing Actions Reminder
Not Open
Certifications
IELTS
Certification Authority :
British Council
Score: 6.0
Dates: Sep 2017
Japanese-Language Proficiency Test N3
Certification Authority :
Japan Foundation and Japan Educational Exchange and Service
Score: 112 (Passed)
Dates: Ang, 2016
Level C Technician for Computer Hardware Fabrication
Certification Authority :
Workforce Development Agency, Ministry of Labor (Taiwan)
Score: Passed
Dates: Jan 2012
Activities
Crazy Rock Festival 2015
It is the largest event I had ever organized. Which was sponsered by local government and combining local creative market made it the largest music festival in Yunlin! And it has been reported by several media.
YunTech+ Orientation Camp 2013 Champion
I was a counselor who lead freshman to become the champion of the camp for freshman which organized by our university when I joined Student Association of CSIE.
Chia-Yu Tung (Joey Dong)
[email protected] • (+886) 977183535
Hi, I'm Joey an intermediate level of algorithm engineer working on computer vision, deep learning and VR systems.
I have worked for 3+ years in the industry of Computer Vision, VR, and AI.
I also have 5+ years（2y academic + 3 year industrial) research experience of topics in CV, Deep Learning applications, VR systems, and UX.
I am passioned about building state of the art realtime computer vision solution in domain such as VR, AR, embedded vision and autonomous driving systems.
Please check the projects and publications section below for more detail.
Skills
Computer Vision &
Machine Learning:
Language: Python
Libraries: Pytorch, OpenCV,
XGBoost, Tensorflow, Keras.
Website Development :
NTHU Socail Gym, AII WorkShop, ECS Motherboards
Front-end: HTML, JS, jQuery, AJAX
Back-end: PHP, SQL, PL/SQL
System Software / Android App :
Language: C#, JAVA, C++
Database: MySQL, SQLite
Others: Docker
Experience
Qualcomm: XR Engineer, Jun. 2020 - Current
Department of Multimedia R&D, XR research group:
- Deep learning research and model development of computer vision (CV) tasks.
- Semi-supervised learning, data preprocessing and feature engineering on CV tasks.
- Hand tracking, gesture recognition model development in realtime XR system.
- Develop features for 3D reconstruction group.
- Develop realtime Instance segmentation model on XR chipsets by 50 FPS.
- Post training model quantization to FP16 and INT8.
Bosch Center for AI: Intern in Deep Learning, Jun. 2019 - Sep. 2019
Full-time intern in deep learning for Automatic Optical Inspection at consulting team : Implement and run experiment of latest anomaly and defect detection methods by generative models on my own. (AutoEncoder & GAN)
Appier: Machine Learning Research Intern, Nov. 2018 - Mar. 2019
(17-18 The AI 100) Full-time RA / intern at Fintech team working on Inclusive Finance project
- Computer Vision solutions: improved 24% classification results in accuracy.
- Biological digital signal processing to achieve real-time heart rate monitoring.
- Video feature engineering
- Data visualization
Logitech Far East: Internship, Feb - Sep 2017
Part-Time at Department of TDE in R&D group
-Testing system software development in C#
- Improved from original system code in Delphi.
- Re-designed UI and implemented C code Dynamic-link libraries (DLL) connection.
ITRI: Assistant Software Engineer, Sep 2016 - Jan 2017
Computational Intelligence Technology Center (Part-time)
- Text mining tool development in JAVA, JS, HTML.
- Study of Comment mechanism on Japan EC Websites.
- Japanese translation.
EliteGroup Computer: Internship, Mar-Jun 2016
Full-Stack Web Development and Maintenance (Full-time)
- Filter System implemented on Official Site Motherboards page.
- Implementing the Motherboard Driver OS Selection System on the Official Site Management System.
- ASP.NET Programming by C#.
Education
RWTH Aachen University
Exchange Student, Computer Science, Mar. 2019 - Sep. 2019
National Tsing Hua University (NTHU)
MSc. Information System and Application, Sep. 2016 - Oct. 2019, GPA 3.94 / 4.3
Advisor: Min Sun
Research: Computer Vision, Deep learning application, Human-computer interaction.
National Yunlin University of Science and Technology (YunTech)
Activity and Society:
Director of Hot Music Club, Public Relationship Team of CSIE Student Association.
Honors & Awards
Phison Electronics Corp. Scholarship
Issuer: Phison Electronics Corp.
Date: Aug 2017
Description:
10 students from the college of EECS http://sthousing.nthu.edu.tw/scholarship/docs/1520605.pdf
Good Poster Award
(2nd Place)
Issuer: Porf. Hao-Chuan Wong
Date: Jun 2017
Description:
NTHU ISA5578 Social Computing final paper presentation, Spring 2017
https://drive.google.com/drive/u/1/folders/0B3lMR2Uk5FTQcFhRWHFVaThpT3M
Seed Student Nomination - 2016 Modern Web Taiwan Conference
Issuer: iThome
Date: Aug 2016
Description: http://modernweb.tw/ http://ithometw.kktix.cc/events/mw2016-student-program
Best Popularity Award - Competition of Practicing Project for Senior Student
Issuer: Dept. of CSIE, YUNTECHDate: Dec 2015
Description: https://drive.google.com/drive/u/1/folders/0B3lMR2Uk5FTQcFhRWHFVaThpT3M
Publications
2018 International Conference on Intelligent Robots and Systems (IROS)
DLWV2: a Deep Learning-based Wearable Vision-system with Vibrotactile-feedback for Visually Impaired People to Reach Objects
Meng-Li Shih, Yi-Chun Chen, Chia-Yu Tung, Cheng Sun, Ching-Ju Cheng, Liwei Chan, Srenivas Varadarajan, and Min Sun.
Accepted, will publish in 2018, Oct.1.
TAICHI 2017
第三屆台灣人機互動研討會
Enabling Social GYM with Human Computation
Chia-Yu Tung, Hector Cambranes, Hsin-Yu Chien
This poster paper is published on: http://taichi2017.csie.ncku.edu.tw/program/index.html#program
Projects (Except publications)
Interactive, Mobile, Wearable and Ubiquitous Technologies
Submitted, not openSMART: AIoT Intention Anticipation and Missing Actions Reminder
Not OpenCertifications
IELTS
Certification Authority :
British Council
Score: 6.0
Dates: Sep 2017
Japanese-Language Proficiency Test N3
Certification Authority :
Japan Foundation and Japan Educational Exchange and Service
Score: 112 (Passed)
Dates: Ang, 2016
Level C Technician for Computer Hardware Fabrication
Certification Authority :
Workforce Development Agency, Ministry of Labor (Taiwan)
Score: Passed
Dates: Jan 2012
Activities
Crazy Rock Festival 2015
It is the largest event I had ever organized. Which was sponsered by local government and combining local creative market made it the largest music festival in Yunlin! And it has been reported by several media.
YunTech+ Orientation Camp 2013 Champion
I was a counselor who lead freshman to become the champion of the camp for freshman which organized by our university when I joined Student Association of CSIE.