Profile.jpg

Chia-Yu Tung (Joey Dong)

[email protected] • (+886) 977183535 

I'm a 25-year-old fresh grad Master from National Tsing Hua University. My research works on computer vision, machine learning, and human-AI-interaction. Also, I have several intern experience in deep/machine learning, computer vision, system software, and website development. Moreover, I have a conference paper published in a top conference (IROS, 3rd Author). I'm looking for data scientist /machine learning/ computer vision full-time job opportunities after Apr. 2020.


Skills

pixabay-office-620817_1280-2.jpg

Computer Vision &
Machine Learning:

Language: Python 

Libraries: Pytorch, OpenCV,
XGBoost, Tensorflow, Keras.

uxdesign.jpg

Website Development :
NTHU Socail GymAII WorkShop, ECS Motherboards 

Front-end: HTML, JS, jQuery, AJAX

Back-end: PHP, SQL, PL/SQL

stock-photo-business-man-writing-data-analysis-119233999.jpg

System Software / Android App :

Language: C#, JAVA,  C++

Database: MySQL, SQLite


Experience

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)

itri_fb_logo.jpg

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

Academia_Sinica_Emblem.png

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. 



LOGO_5_05.png

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.

Tsannkuen_LOGO.jpg

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#.

Tsannkuen_LOGO.jpg

Education

RWTH Aachen University

Exchange Student, Mar. 2019 - Sep. 2019

The_Logo_of_National_Tsing_Hua_University.svg.png

National Tsing Hua University (NTHU)
Institute of 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.

imgRead.jpeg

National Yunlin University of Science and Technology (YunTech)

Department of Computer Science and Information Engineering, Class of 2016

Activity and Society:

Director of Hot Music Club, Public Relationship Team of CSIE Student Association.


imgRead.jpeg

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, YUNTECH 

Date: Dec 2015 

Description: https://drive.google.com/drive/u/1/folders/0B3lMR2Uk5FTQcFhRWHFVaThpT3M


Publications

Projects 00 00@2x 25de285f43c486b5a0ddc099900a08387ad7a27243b9ba95b25d3665ee9775ae

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.

Learn More
Projects 00 00@2x 25de285f43c486b5a0ddc099900a08387ad7a27243b9ba95b25d3665ee9775ae

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

Full Paper





Projects (Except publications)

20120219175741.jpg

Interactive, Mobile, Wearable and Ubiquitous Technologies

Submitted, not open
raw-green-coffee-beans-in-bag.jpg

SMART:  AIoT Intention Anticipation and Missing Actions Reminder 

Not Open
Z170-CLAYMORE_V1_LGA_1151_Intel_Motherboard.1.png

WCAN: Wasserstein Creative Adversarial Networks Generating Art 

More Info
images.jpeg

Anticipating Intention to Provide Knowledge

More Info

Recommendations

Projects 01 00@2x

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

11212102_835520819875389_3751061867199414776_o.jpg

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.

More Info
1065120_509002362520177_1577531319_o.jpg

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.

 More Info