NLP Scientist/Sr. Software Engineer
NLP Scientist & Software Engineer •NLP Scientist/Engineer, Cognitive Psychologist/Neuroscientist. •Interested in Sentiment Analysis, Social Computing, and Social Network Analysis. •Team player and deep thinker, diligent and conscientious, friendly and enthusiastic.
Research / R&D
nlp machine learning+pythonAI & Machine LearningELK stack
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NLP Engineer/Software Engineer
June 2018 - 現在4年0ヶ月Naturint., NLP Scientist/Sr. Software Engineer, June/2018 – Present •Introduced and optimized the NLU model for our virtual assistant. •Responsible for content design, NLU model, data analysis, and UX optimization. •Executed NTD 20 million AI solution, which is the first virtual assistant by ChatBot in the aviation industry in Taiwan and it was released in September 2019. •Performed analysis and in-depth reviews of virtual assistants to improve product and troubleshooting. •This AI solution deals with 250/day on average and around 1200/day customers for the peak season by 5 virtual assistants behind the customer service department, which could make at least NTD 1.5 million per month and reduce 20% customer complaints. •Worked with the management team to do market research, identify customer demand, product/solution landing, and finish 5 POC. •Responsible for ELK stack, back-end system, and pre-alert system for the new product. •Drove analysis data and visualize it for the dashboard and backstage management system for insight and impact.
Deputy Team Leader
November 2015 - September 20171年11ヶ月Deputy Team Leader, Covino Farms, Australia, Nov.2015-May./2017 •Fixing the relationship with customers and led 15-40 members to finish daily orders.
May 2014 - December 20148ヶ月Project: Using Motivation Approach to Enhance Low Achievers Science Learning Motivation and Thinking Ability. Responsible for data processing, statistical analysis, and to write academic reports.
2008 - 2012
詳細．The effect of death thoughts on deception, Master’s Thesis, Taiwan, 2018 This study uses mortality salience adopted from Terror Management Theory for treatment before people lying and rec-ord the physiological signals for data analysis.
2006 - 2008