MoBagel Incorporation | Think with AI, Apr, 2019 - Dec, 2020                                   Taipei, Taiwan

DevOps Lead

• Automated distributed deployment for a machine learning platform (Apache Hadoop, Apache Spark, Docker Swarm) from 0 to 250+ per 30 days with GitLab CI and Jenkins.
• Design and implement Selenium end to end test from 0 to 5+ times per day in MoBagel’s CI / CD Platform.
  
• Speed up release cycle from 2 weeks to 1.5 weeks with a release automation tool, written in Python.
  
• Implement VMware CLI tool based on infrastructure as code for server resource control, written in Python.
  

Biodiversity Research Center | Academia Sinica, Nov, 2018 - Apr, 2019                     Taipei, Taiwan

• Extract, transform and load for biodiversity data transformations with SQL, R and Python.
• Build-up web backend APIs for camera-trap projects with Python Flask.
  
• Implement Atlas of Living Australia e-infrastructure deployment with Ansible.
  

BAT Mobile Incorporation, Jun, 2018 - Nov, 2018                                                        Taipei, Taiwan

• Predict customer purchase behavior for business retargeting purpose with R language.
  

• Implement customer insight analysis to solve confidential business questions with R language.
  

Fishery Lab | National Taiwan University, Jan, 2017 - Dec, 2017                                Taipei, Taiwan

Research Assistant 

• Predict fisheries stock data for international management and economy with R language.
  

• Global environment analysis with time-series satellite data.
  

Endemic Species Research Institute, Jan, 2016 - Jan, 2017                                        Nantou, Taiwan

Research Assistant 

• Construct Species Distribution Models for species conservation with R language.