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國醫藥大學(China Medical University), 學士學位, 生物醫學影像暨放射科學學系, 2009 ~ 2012 培訓 Coursera - Programming with Google Go Specialization - Google IT Support Professional Certificate - Blockchain Specialization Udactiy - AI for Trading Udemy - Graph Theory Algorithms - Social Network Analysis and Graph Analysis using Python - Python 機器學習 專案 Twitch Raffle Bot http://github.com/birsbear/twitch_raffle - 利用Twitch訂閱者名單設定不同**訂閱時間/層級/送

of the national green data center . UNSW Australia , Summer Internship, JulSeptParticipated in the academic exchange program (subsidized by FJCU and Ministry of education of Taiwan) of DM-Lab and Smart Services CRC, focus on the SNS data mining and project development. Project development: Spreading Pattern and Effectiveness on Social Media Sites Conducted the data collecting and analysis of the research (word of mouth recommendation related). Implemented the software adaptation. (MATLAB, altered k-means clustering) Fu Jen Catholic University, Research Assistant, OctJunSupervised laboratory routines and co-organized training courses for junior members of the lab. Formulated

Migo Yu-Cheng Liao NLP Engineer & Software Engineer | Interested in Sentiment Analysis and Social Computing Taipei，Taiwan [email protected] Work Experiences 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•Performed analysis and in-depth reviews of virtual assistants to improve product and troubleshooting

Experience of Biz Trip *. WIN10 WINHEC 2015 Workshop at Shenzen in China *. WIN10 WINHEC 2018 Workshop in Taipei *. Qualcomm Worksop at Shenhai/ZhangJiang in China *. On-site supportof Verizon LAB Filed Trial (LA/Irvine) Software Engineer • HTC Corporation 十月十一月 2012 Application development. Gallery APP. SQLite Database. File Browser. Social Network(Facebook, Picassa, RenRen, KDDI, ...etc.) NFC. UI. 學歷國立臺灣科技大學 (National Taiwan University of Science and Technology) Master of Engineering (...

KKBOX 九月四月 2020Taipei, Taiwan - build public opinion mining system by novel NLP models. * build novel NLP models such as BERT-BiLSTM-CRF, ConvNet and TNet by TensorFlow. * maintain, design NLP pipelines for opinion mining system. * build the frontend page which can monitor artist's social volumes by React. * build restful api by Flask, gunicorn. * deploy this microservice by docker stack (docker-compose) - maintain app's event log specification and analyze user actions. - win 3rd place in KKBOX inhouse hackathon. we build a social network app called KKMeet which can recommend

high availability and multi - region Hong Kong, Singapore and Japan scalability China Mobile Hong Kong, Assistant Software Engineer, Apr 2016 ~ Apr 2017 ⚫ Building up Private Cloud for internal use using OpenStack ⚫ Software Development and DevOps with Python, Docker, Ansible ⚫ Building up Big Data Platform for customer experience analysis using Hadoop and MongoDB. Research and Development of TensorFlow for Machine Learning ⚫ Real time network analysis using Fluentd and ElasticSearch iStage HK Ltd/Cyber Games Arena, Project Executive, Jul 2015 ~ Mar 2016 ⚫ Social media agent of Logitech Hong Kong, ecHome, Eizo Hong Kong Organize advertising

ads for professionals and SMEs services. As they need management of their social channels, my task is to turn their offline activities into online advertising to enhance their digital presence. This year we have seen a monthly growth of 10% Main responsibilities:: Development and creation of content for social networks Creation of contents and the editorial plan Following new trends Planning communication strategies and guerrilla marketing Definition of technology strategies which maximize the business value and minimize time to market Social Media Manager Freelance AprilPresent Main responsibilities: Managing digital projects, communication and strategies on social media channels (Facebook