resolution for wafer patch enhancement Computer vision algorithm development. Machine Learning Engineer (Computer Vision), VIVOTEK, 2019//4 Neural Network architecture design and optimization. Computer vision algorithm development. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain knowledge Super resolurion Object detection Face detection and recognition Machine Learning Web Crawling EDUCATION INSTITUTE FOR INFORMATION INDUSTRY Data Engineering and Data Analytics Intensive Training Program (2018//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical
Algorithm Engineer/ Data Scientist/ Sr. Project Management
More than one year
Sub. General algorithm development in large scale (Octnow) Deep learning is fascinating, I was a member of " Deep learning 101 Study Group " and learned a lot from there. However, in practical scenarios, it's surprising to see some fundamental algorithms can show us more insights. PySpark dataframe programming Recommendation algorithm design, improved and achieved the best performance at that tim e Various classification tasks User profile construction with NLP. Information retrieval based chat bot Data warehousing and ETL management (Febnow) I created some tools(e.g., airfly ) to help us management our data more