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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei, Taiwan
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司2022 ~ Present
・
Within two months
data analysis. 中原大學, 理學士（BS）, 心理學, 2006 ~ 2008 Technical Skills •Statistical Modeling, Machine Learning(focus on NLP model), EDA and ETL, Feature Engineering. •Python, ELK Stack(Elasticsearch, Logstash, Kibana), Power BI. •Physiological Signal Analysis - GSR, EEG & ERPs, MRI, Heart-rate, Matlab, SPSS. Experience: Deep Learning, JavaScript, HTML, R, Docker, Google Cloud Platform, Azure, AWS. Side Project Data-Driven Urban Flood Warning System, DSP,•Honor: The project was accepted to D4GX 2019 Program Committee as a poster. •Implemented a predict model to predict the risk of urban area
Employed
Full-time
4-6 years
國立中央大學
・
認知與神經科學所The Most Lightweight and Effective Recruiting Plan
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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