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!
SUNLIT Transportation CO., LTD.
National Chung Hsing University
Taiwan
專業背景
- 目前狀態就職中
- 專業大數據開發人員
- 產業
- 工作年資1 到 2 年 (1 到 2 年相關工作經驗)
- 管理經歷無
- 技能
- 語言能力English・專業Japanese・中階
- 最高學歷碩士
求職偏好
- 預期工作模式全職・對遠端工作有興趣
- 希望獲得的職位AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
- 期望的工作地點Taiwan・Singapore・Japan
- 接案服務不提供接案服務
工作經驗
University-industry Cooperation
1. 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
1. 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.
學歷
Master’s Degree
・
Computer Science and Engineering社團活動
Teaching assistant, Part-time assistant of project of Ministry of Science and Technology, Taiwan, Staff of International conference ICEA 2019
簡介
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.
Bachelor’s Degree
・
Computer Science and Engineering社團活動
Full stack developer, Teaching assistant, Speaker of Taiwan global education team, Student association of Computer Science Department, Varsity table tennis team
簡介
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.