• [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.

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