About
Portfolio
Wei Jie, Hung 洪偉捷
Contact Me
:
[email protected]
:
0963-738-223
:
https://github.com/B106Roger
Skill
Programming Language (1
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C/ C++
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Python
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Javascript / Typescrpt / PHP
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Tool / Library (1
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github
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tensorflow / pytorch
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Visual Studio
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Research (1
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~ 5
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Field of Research
Deep Learning
Machine Learning
Computer Vision
Focus Topic
Neural Architecture Search (NAS)
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Object Detection
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Optical Character Recognition (OCR)
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Language
English (TOEIC 855)
Academic
Master's Degree
2021-07 ~
National Chiao Tung University(國立交通大學)
Computer Science Engineering
Bachelor's Degree
2017-09 - 2021-06
National Taiwan University of Science and Technology(國立台灣科技大學)
Computer Science and Information Engineering
General Education
2014-09 - 2017-06
Taipei Municipal Jianguo High School
(台北市立建國高級中學)
Experience
Sep 2018 - Dec
2018
Project
-
Simple E-commerce website (簡易電商網站) :
PHP, Laravel, Apache, MySQL, Git
Construct backend project management systems (PHP, Laravel, MySQL, GIt).
Provide a simple API for the frontend to display the product list.
Jul 2019 - Oct 2019
Project
-
Webgame
(網頁遊戲大廳) :
Typescript, Javascript, Angular
Goal
:
Construct a basic game lobby system and make the user experience like that of using a mobile APP.
Using PWA techniques to make websites look like a mobile phone APP.
Using Amazon EC2 deploys our system.
Jul 2019 - Dec
2019
Project
-
Fishing Machine Cur
ve Editor (
捕魚機路徑編輯器) :
C++, Cocos2dx, Visual Studio
Goal
:
Construct an editing tool for modifying the trajectory for fish to follow in the fish machine game.
Sep 2019
- Dec
2019
Project
-
3D Amusement Park (
3D 遊樂園) :
C++, OpenGL
, Visual Studio
Using sine and cosine functions to implement the water wave.
Using a gray-scale image as a height map to implement a mountain.
Feb
2019
-
Jun
2021
Project
-
2D Super
Mario (
2D 馬力歐小遊戲) :
C++, OpenGL
,
Visual Studio
Construct a collision system to check whether Mario is killed by monsters or blocked by the wall
Research in Master's Degree
Jul 2022 - Sep 2023
Project -
Device Resource Aware Neural Architecture Search for Vision Perception
Goal
:
Design a NAS algorithm that could search for the best architecture given resource constraints
.
Jul
2022 - Feb 2023
Project
-
Tr
afficlight Detection :
Python, tensorflow, tflite
Goal
:
Provide a robust and fast neural network that could locate the traffic lights given a dashcam(行車紀錄器) image under adverse weather condition.
Sep 2021 - Dec 2022
Project
-
Countdown of Trafficlight Recognition:
Python, tensorflow, tflite
Goal:
Provide a robust and fast neural network that can recognize the countdown given a trafficlight image.
Sep 2021 - Dec 2022
Project
-
Simple ML Framework :
C++, Python,
pybind
Implement the backpropagation algorithm using C++ and use
SIMD to speedup the internal matrix multiplication.
Publication of Master's Degree
May
2022 - Sep 2022
Paper -
Zer
o-DNAS: Efficient co
nstraint-aware neural architecture search for object detection
The paper was submitted to IEEE Transactions on Neural Networks and Learning Systems, but is under review currently. (second author).
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