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.
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
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.
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)
(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
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.
Computational Intelligence Technology Center (Part-time)
- Text mining tool development in JAVA, JS, HTML.
- Study of Comment mechanism on Japan EC Websites.
- Japanese translation.
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#.
Advisor: Min Sun
Research: Computer Vision, Deep learning application, Human-computer interaction.
Issuer: Phison Electronics Corp.
Date: Aug 2017
Description:
10 students from the college of EECS http://sthousing.nthu.edu.tw/scholarship/docs/1520605.pdf
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
Issuer: iThome
Date: Aug 2016
Description: http://modernweb.tw/ http://ithometw.kktix.cc/events/mw2016-student-program
Date: Dec 2015
Description: https://drive.google.com/drive/u/1/folders/0B3lMR2Uk5FTQcFhRWHFVaThpT3M
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.
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
Certification Authority :
British Council
Score: 6.0
Dates: Sep 2017
Certification Authority :
Japan Foundation and Japan Educational Exchange and Service
Score: 112 (Passed)
Dates: Ang, 2016
Certification Authority :
Workforce Development Agency, Ministry of Labor (Taiwan)
Score: Passed
Dates: Jan 2012
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.
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.