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On
4-6 years
6-10 years
10-15 years
More than 15 years
Past
Data Engineer @Rooit Inc. (XO App)2023 ~ 2023
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
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
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
・
臨床醫學研究所
R&D Alternative Service @MOHW2015 ~ 2018
・
程式設計師
Within one year
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
Employed
Full-time / Interested in working remotely
4-6 years
Fu-Jen Catholic University
・
Information Management
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司2022 ~ Present
・
Within two months
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
Employed
Full-time
4-6 years
國立中央大學
・
認知與神經科學所
Lead Manager @Jeremy Banks2023 ~ Present
・
Marketing Specialist
Within one month
Employed
Full-time / Interested in working remotely
4-6 years
University of Australia
・
Marketing and Sales Data Engineer @FarEasTone Telecom 2021 ~ Present
・
Data engineer
Within six months
Employed
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
Applied GeophysicsFull-time / Interested in working remotely
6-10 years
National Taiwan University
・
Information System Training Program Program: HTML5, CSS3, jQuery, Bootstrap
RFSW Staff Engineer @Universal Scientific Industrial Shanghai Co., Ltd.2014 ~ Present
・
RFSW Staff Engineer
Within one year
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 (...
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺灣科技大學 National Taiwan University of Science and Technology
・
Master of Engineering (MEng), Electrical Engineering
Software Engineer @TSMC 台積電2022 ~ Present
・
Data Scientist
Within one month
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
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
・
Economics
Assistant IT Manager @City University of Hong Kong2020 ~ Present
・
IT Manager
Within six months
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
Employed
Full-time / Interested in working remotely
6-10 years
Hong Kong Metropolitan University
・
BSc. in Electronics
Social Media Manager @Freelance2016 ~ Present
・
Communication & Social Media Specialist
More than one year
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
Employed
Full-time / Interested in working remotely
6-10 years
Social Media Training (Stagione 2) di Luca La Mesa
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
More than one year
University of Toronto Factor-Inwentash Faculty of Social Work
・
2018 ~ 2019
Professional Background
Current status
Studying
Job Search Progress
Professions
Data Engineer
Fields of Employment
Work experience
1-2 years
Management
Skills
Languages
English
・
Native or Bilingual
Chinese
・
Native or Bilingual
Job search preferences
Positions
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Job types
Intern
Locations
Hsinchu, Hsinchu City, Taiwan, Taipei, Taiwan
Remote
Interested in working remotely
Freelance
Educations
School
University of Toronto
Major
Statistical Science Specialist
Skills
Lingual:
- Fluent in English
- Native in Mandarin
Programming:
- R
- Python
- Julia
- MATLAB
- SQL
- Java,
- SPSS
- Latex
Interest:
- Photography
- Videography
- Competitive Swimming
- Weight-lifting
Education
University of Toronto，2017/09 - Present
Major: Statistical Science Specialist
Work Experience
University of Toronto Factor-Inwentash Faculty of Social Work , Research Assistant
Oct 2018 ~ Sep 2019
- Assisted the team in collecting survey on minorities’ drug usage and the early stage of Photo Voice Project
- Analyzed and increased accuracy of statistical tests results drawn from survey data by implementing varying models such as Generalized Linear Model in R and SSPS Statistics
- Utilized data visualization skills on the results from the analysis using Excel
HomeBox, Sales Intern
Jun 2017 ~ Sep 2017
- Worked in a ten-person team to develop online store marketing strategies
- Curated four categories of photo and video sets promoting products and services
- Boosted purchases up to 150 a week following the online store launch
Project
Where I explore my interests and develop them
Human Computer Interaction Project (UX) – BRANCH
- Led a 6-person team on developing a design that aims to foster relationship-building in an academic setting, whether it is to form friendships or study groups in class.
- Implemented User Experience (UX) process in creating the final design such as user-researching, prototyping, and testing.
Neural Network on MNIST Handwritten Digits Dataset (Julia Language)
- Implemented and investigated the Autoencoding Variational Bayes on binarized MNIST digits
- Utilized evidence lower bound (ELBO) to approximate the posterior of the latent variables and optimize the parameters in the neural network through gradient descent
- Predicted the lower half of the digit images given the top half of the images by using Bayesian Inference
Stochastic Variational Inference (SVI) on the TrueSkill Model
- Implemented a variant of the TrueSkill model which creates a playing ranking system for competitive games by inferring the skill (latent variable model) of a set of game results (Win or lose)
- Applied SVI on World Tour Tennis Data and optimized the approximated distribution with ELBO
Game Hub – Mini Games
- Built an Android App with three mini games based on self-built file systems and game functions as part of a four-person team
- Created UI design and backend data structure using Java in Android Studio
- Coordinated team responsibilities utilizing Git/Version Control to work individually
Extracurriculars
Places and clubs that I enjoy
The Varsity Newspaper Team:
Photographer
- Took photos for various articles published in Canada’s largest-circulation student newspaper
- Contributing numerous ideas during seasonal magazine meetings
Republic of China Student Association: Communication Team
- Managed the production of sponsorship videos and took photos during key events, including orientation for incoming students and regular monthly events
- Designed marketing strategies as part of a 5-person team which resulted in attracting 100 people per event
iConnect International Mentorship Program:
Participant/Mentor
- Shared my international experience with peers and assisted others in their transition into university life
- Facilitated group discussions regarding crucial events or topics when deemed necessary
Skills
Lingual:
- Fluent in English
- Native in Mandarin
Programming:
- R
- Python
- Julia
- MATLAB
- SQL
- Java,
- SPSS
- Latex
Interest:
- Photography
- Videography
- Competitive Swimming
- Weight-lifting
Education
University of Toronto，2017/09 - Present
Major: Statistical Science Specialist
Work Experience
University of Toronto Factor-Inwentash Faculty of Social Work , Research Assistant
Oct 2018 ~ Sep 2019
- Assisted the team in collecting survey on minorities’ drug usage and the early stage of Photo Voice Project
- Analyzed and increased accuracy of statistical tests results drawn from survey data by implementing varying models such as Generalized Linear Model in R and SSPS Statistics
- Utilized data visualization skills on the results from the analysis using Excel
HomeBox, Sales Intern
Jun 2017 ~ Sep 2017
- Worked in a ten-person team to develop online store marketing strategies
- Curated four categories of photo and video sets promoting products and services
- Boosted purchases up to 150 a week following the online store launch
Project
Where I explore my interests and develop them
Human Computer Interaction Project (UX) – BRANCH
- Led a 6-person team on developing a design that aims to foster relationship-building in an academic setting, whether it is to form friendships or study groups in class.
- Implemented User Experience (UX) process in creating the final design such as user-researching, prototyping, and testing.
Neural Network on MNIST Handwritten Digits Dataset (Julia Language)
- Implemented and investigated the Autoencoding Variational Bayes on binarized MNIST digits
- Utilized evidence lower bound (ELBO) to approximate the posterior of the latent variables and optimize the parameters in the neural network through gradient descent
- Predicted the lower half of the digit images given the top half of the images by using Bayesian Inference
Stochastic Variational Inference (SVI) on the TrueSkill Model
- Implemented a variant of the TrueSkill model which creates a playing ranking system for competitive games by inferring the skill (latent variable model) of a set of game results (Win or lose)
- Applied SVI on World Tour Tennis Data and optimized the approximated distribution with ELBO
Game Hub – Mini Games
- Built an Android App with three mini games based on self-built file systems and game functions as part of a four-person team
- Created UI design and backend data structure using Java in Android Studio
- Coordinated team responsibilities utilizing Git/Version Control to work individually
Extracurriculars
Places and clubs that I enjoy
The Varsity Newspaper Team:
Photographer
- Took photos for various articles published in Canada’s largest-circulation student newspaper
- Contributing numerous ideas during seasonal magazine meetings
Republic of China Student Association: Communication Team
- Managed the production of sponsorship videos and took photos during key events, including orientation for incoming students and regular monthly events
- Designed marketing strategies as part of a 5-person team which resulted in attracting 100 people per event
iConnect International Mentorship Program:
Participant/Mentor
- Shared my international experience with peers and assisted others in their transition into university life
- Facilitated group discussions regarding crucial events or topics when deemed necessary