Yu-Chia Chang
With 2 years development experience in AI solutions of Data Analysis and Computer Vision, I'm familiar with tackling issues such as regression, clustering, object detection, tracking using Pytorch and developing software in Python and C++. I'm accomplished in oral and written English communication and love making an all-out effort at what I'm working on!
Skills
Languages
English
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Professional
Japanese
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Intermediate
Work experiences
University-industry Cooperation
SUNLIT Transportation CO., LTD.
Apr 2019 ~ Dec 2019
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9 mos1. Developed an AI system for detecting whether truckers are doing dangerous behavior using deep learning, image processing and computer vision.
2. Trained YOLOv3 and LSTM tackling with spatio-temporal data and combining it with AdadaBoost (Ensemble Learning).
3. Improved the accuracy of detecting misconduct from 78.65% using yolov3 to 95.47 using the proposed method.
4. Saved about 1/200 times being for detecting dangerous behavior by this system compared to being operated by humans.
Software Engineering Intern
PRO WAVE CO., LTD.
Jun 2017 ~ Sep 2017
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4 mos1. Developed website and database for the Center of Teaching Development and Computer Center of college using HTML, CSS, PHP, MySQL.
2. Cooperated with students from the department of design to design UI/UX.
Educations
National Chung Hsing University
Master’s Degree・Computer Science and Engineering
2018 - 2020
Activities and societies
Teaching assistant, Part-time assistant of project of Ministry of Science and Technology, Taiwan, Staff of International conference ICEA 2019
Description
1. Teaching assistant: Taught students for more knowledge of courses which include C programming, Metaheuristic algorithm and Assembly language.
2. Part-time assistant: Developed 2 research projects which include Edge computing and Smart grid from Ministry of Science and Technology, Taiwan.
3. staff of international conference (ICEA): Hosted as a master of ceremony to run the conference smoothly and exchange more research experience with other researchers.
National Taichung University of Education
Bachelor’s Degree・Computer Science and Engineering
2014 - 2018
Activities and societies
Full stack developer, Teaching assistant, Speaker of Taiwan global education team, Student association of Computer Science Department, Varsity table tennis team
Description
1. Full stack developer: Worked as a project assistant in Center of Teaching Development and Computer Center of NTCU to develop websites and database for demonstration.
2. Speaker of global education team: Assisted and shared experience with high schools in Taiwan to be interact with schools from other countries via video conference.
3. Student association: Organized as a team leader in both event planning team and artistic design team. Held a meetup for students from different department in college and a computer science contest for high school students.
