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吳睿哲 Jui-Che Wu

I'm experienced in software development, multilingual communication, have strong passion to learn new knowledge and cooperate with people in cross domain. I majored in Mechanical Engineering in college, but also took almost all of the compulsory courses of Computer Science and Information Engineering and part of the courses of Electrical Engineering.


[email protected]

 +886-965-076-728

 https://github.com/ss900405twtw

EDUCATION

National Taiwan University, Electrical Engineering, Master, 2017/09 ~ 2020/01

National Cheng Kung University, Mechanical Engineering, Bachelor, 2013/09 ~ 2017/06



SKILLS


Programming

  • C/C++
  • Python
  • Java
  • R
  • Matlab


Expertise

  • System Program Design
  • Parallel Computing
  • Object-Oriented Programming 
  • Image Processing
  • Computer Vision
  • Machine Learning / Deep Learning


Languages 

  • English: TOEIC 810


Software / Tools

  •  Pthread / Semaphore 
  •  Makefile 
  •  Shell Script 
  •  Git 
  •  CUDA 
  •  MySQL 
  •  UML 
  •  Keras 
  •  OpenCV


Development Experiences

  • System Program Design : By using System Call of C Library, I connect laptop and the drone via wifi, and perform I/O operation using TCP, which can send data and control the drone simultaneously.  
  • Socket Programming : I build a client-server chatting system using muti-thread programming, which can perform read and write simultaneously without blocking.       
  • Software Design Patterns : I utilized some existing design patterns to optimize my Circuit traversal program.   Using Facade to manage the circuit operation  uniformly (ex: read circuit), Strategy to  increase traverse algorithm (ex: BFS, DFS).


Related Courses 

  • Data Structure
  • Algorithm
  • Operating System
  • Computer Organization
  • Introduction to IOT
  • Computer Networking



INTERNSHIP

IBM Taiwan, 2019/07 ~ 2019/09

  • LocationTaipei, Taiwan
  • Job TitleSoftware Development & Support (GSSC)
  • Description
     I was responsible for Chatbot design, the job description included data preprocessing and Watson NLP model training. By increasing the training data using the method publish in well-known paper and ensemble the RNN model, I've improved the accuracy of the semantic classification task by 2%. During internship, not only did I learn the state of the art machine learning technique, but also cultivate the ability to cooperate and communicate with people in cross domain.


WORK EXPERIENCE

Cadence Design Systems, Inc, Oct 2020 ~ Current

  • LocationHsinchu, Taiwan
  • Job TitleSoftware Engineer R&D
  • Description

    I've worked as a software engineer in Machine Learning R&D team. My job description includes using the machine learning technique to improve the current Auto placement and routing (APR) flow, which is in the back-end of IC design flow. This work requires to trace and debug C++ codes as well as training model to predict the behavior of the IC.  


RESEARCH

Thesis:Person Surveillance System by Unmanned Aerial Vehicles Using Image-Based Visual Servoing Control (2019/07)


Related Field:Computer Vision,  Image processing, Robotics,  Communication, Automatic Control

Contribution:Resolving the problem of absence of real scale using pure monocular camera and ultrasound

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ACTIVITIES

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Cheng Kung University Singing Club

  • Title: Public Relation (PR)
  • Time: 2015/09 ~ 2016/09
  • Description: During my  Junior in college, I have served as a PR in singing club. My duty is to deal with the affair such as Contacting the manufacturer,  fundraising, and looking for professional adjudicator. I learned not only the singing skill but also how to communicate with others.

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Cheng Kung University Child Service Team

  • Title: Team Member
  • Time: 2015/02 ~ 2015/06
  • Description: In the second semester of  sophomore, I joined the Child Service Team. We provide food during the activity and teach them some curriculum such as math. In this team, I learned how to be a  selfless person. 

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YMCA

  • Title: Team Member
  • Time: 2014/07 ~ 2014/08
  • Description: When I was a freshman in college, I joined YMCA and volunteered to help  the poor children in Shanghai. We help the local kids build schools, give the children the opportunity to be educated, which is a precious experience to me.

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