Professional Experience
Rakuten Intelligence Machine Learning and Data Science Team | Remote
Machine Learning Engineer Contractor | Sept 2017 - Now
Implement machine learning algorithms for E-commerce data analytics
Productionize machine learning models into production dataflow

Junyi Academy (Non-Profit Organization) | Taipei, Taiwan
Part-time Software Engineer | July 2016 - Now
Establish Continuous Integration and Continuous Delivery infrastructure and practices in the company
Build and use Kubernetes and Docker infrastructure in the company using google cloud platform
Developed methods to auto generate snapshots from Perseus exercises using headless-browser, Pub-Sub and Kubernetes

Taiwan Semiconductor Manufacturing Company (TSMC) | Hsinchu, Taiwan
Full-time Summer Internship | July 2018 - Aug 2018
Design and implement algorithms for Prognostics and Health Management
Root cause determination by time series data anlysis on anomaly event data

Institute of Information Science, Academia Sinica | Taipei, Taiwan
Full-time Summer Internship | July 2017 - Aug 2017
Developed a semi task-oriented chat-bot from scratch with language understanding, dialogue management, language generation
Towards developing a Chinese language generation model for chat-bot using seq2seq attention models

Industrial Technology Research Institute (ITRI) | HsinChu, Taiwan
Part-time Software Engineering | June 2015 - May 2018
Developing machine learning methods towards extraction of keywords and trends from mandarin data source
Developed crawlers and web platform for E-Commerce and Social Network big data collection and analysis
Developing interactive virtual reality streaming solution