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systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive
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Harry (Po-Jui) Chen An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager. Full-stack Engineer, Data Scientist, Project Manager Taipei, Taiwan [email protected] Education National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), SepJun 2019 Doing research and industrial projects in Shou-de Lin 's MSLab for 2 years. Research area: Attention model in NLP & Few shot object detection in Computer
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National Taiwan University
Jurusan
Electrical Engineering
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.
+886-965-076-728
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
- Location：Taipei, Taiwan
- Job Title： Software 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
- Location：Hsinchu, Taiwan
- Job Title：Software 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
Result：
ACTIVITIES
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.
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.
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.
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.
+886-965-076-728
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
- Location：Taipei, Taiwan
- Job Title： Software 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
- Location：Hsinchu, Taiwan
- Job Title：Software 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
Result：
ACTIVITIES
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.
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.
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.