楊鎮銘
Self-driven developer but also good at communication and cooperation. Research on computer vision/deep learning, and interested in data engineer/analysis.
Computer Vision / Deep Learning
城市，TW
[email protected]
工作經歷
WeMo Scooter, Data Scientist, Sep 2019 ~ 現在
• [Infra] Dockerize the dashboard services for automation deploy and continuous health check.
• [Infra] Design the data team core module for robustness and code convention.
• [Infra] Company and Department level Dashboard to reduce the routine work.
• [Analy] Cooperate with the internet operator to tracking the internet situation in Taipei.
• [Analy] Research on competitive products to estimate their operation behavior and improve ours.
• [Analy] Predict the potential region for future operation.
Academia Sinica, Institute of Information Science, Research Assistant / RDSS, Aug 2016 ~ Aug 2019
lab page: http://dirl.iis.sinica.edu.tw/
work on computer vision and deep learning
1. Cooperate with Academia Sinica Biodiversity Lab (ESSLab)
- Paper "Artificial intelligence reveals environmental constraints on colour diversity in insects"
- MOT-tracking on beetle experiment to boost the research progress
- https://github.com/afunTW/beetle-tracking
2. Develop 3+ utility GUI tools for research and annotation (OpenCV / PyQt5)
- https://github.com/afunTW/pyqt5-binary-classifier
- https://github.com/afunTW/pyqt5-video-labeling
- https://github.com/afunTW/moth-graphcut
- https://github.com/afunTW/ptt-web-crawler
3. Over 5+ public speeches and workshops about python tutorial and crawling
- https://speakerdeck.com/afuntw/python-crawling-tutorial
學歷
National Chi Nan University , 碩士學位, Computer Science and Information Engineering, 2015 ~ 2016
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Memorial University of Newfoundland, 其他, Computer Science, 2014 ~ 2015
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National Chi Nan University , 學士學位, Computer Science and Information Engineering, 2011 ~ 2015
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