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On
4-6 years
6-10 years
10-15 years
More than 15 years
QA automation engineer / Software development engineer in test
Within one month
Skill Good at test planning, defined test strategy, implementing test plan and test cases also build up the test environment. Issue feedback and reporting, bug tracking and data analyzing. Program: Python, My SQL, Google Data Studio, ADB commands Education Fu Jen Catholic University~Master of Science i n Applied Statistics Fu Jen Catholic University~Bachelor of Statistics and Information Science Work Experience Google-PTE (Pixel Testing Engineer Team/01~2023/03) NOVMAR 2023 Pixel Acoustics Automation Test Development Acoustics automation and benchmark testing for PixelDesigned the test automation for measuring the speaker quality to enhance the
Unemployed
・
Ready to interview
Full-time / Not interested in working remotely
6-10 years
Assistant Manager Business Intelligence @AIA Sri Lanka2021 ~ Present
・
Business Intelligence, Data Analyst, Strategy Planning
More than one year
Quality (quality assurance through process improvement) project related processes in the factory. Identifying and controlling abnormalities in the process from third parties or supplier/customer departments. Problem solving for identified abnormalities with LEAN Methods (8 Step/PDCA) Standardizing the processes by developing SOPs & STWs by coordinating with the relevant parties Developing and coordinating upskilling project to fill the skill gap of the factory Process Improvements for ensuring and improving productivity Conducting Training & Coaching Sessions on LEAN, BIQ, Problem Solving, etc. TPM Coordination and monitoring EducationInstitute of Applied Statistics Sri Lanka Applied Statisti...
Employed
Full-time / Interested in working remotely
6-10 years
Institute of Applied Statistics Sri Lanka
・
Applied Statistics
Project Enginner @ASE Technology Holding Co., Ltd.2019 ~ Present
・
QA Engineer
More than one year
recommendation -Support to ATV customer audit (Renesas and Toshiba) 3. Assembly HVM team from 2022/03 till now -Qualcomm HVM device yield management and quailty issue handling -Support project for new factory established -New machine buy off planning -Coordinate with cross-department working difficulty SepJun 2011 University degree: Applied mathematics from National Chiayi University. SepJul 2014 Master degree: Applied mathematical - Statistic team from National Chiayi University. Skill Product quality monitor and sampling size definition Product yield management 8D report writing ATV related knowledge (IATF16949 and VDA6.3) Quality control with Five tool (APQP/PPAP
Employed
Full-time / Interested in working remotely
6-10 years
國立嘉義大學
・
應用數學, 統計DevOps Engineer / Fullstack Developer @Enke Systems2020 ~ Present
・
.NET Developer
More than one year
Full-time / Not interested in working remotely
6-10 years
Moscow State University of Economics
・
Information Technology Applied Mathematics and Informatics ,Statistics and Informatics
Business Analyst @EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD2021 ~ Present
・
Data Analyst/Data Scientist
Within one month
organized workers which off-line scooter should be exchanged battery first. • Built LSTM model to forecast rental demand through user app events understanding the fulfill rate of every operational region. • Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service. • Applied Airflow to ensure the stability and accuracy of data. Data Engineer • Breaktime INC. 四月十月 2019 • Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%. • Analyzed content of articles to calculate content similarity, then recommended readers
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
台灣大學
・
生態學與演化生物學研究所
Graduate Research Assistant @Academia Sinica, Taiwan2021 ~ Present
・
Research/Research associate
Within two months
find potential new biomarkers for better diagnosis and prognosis of the disease. By using LC-MS analysis to examine different compartments within patients (including portal vein blood, liver, and peripheral blood), I can depict a potential group of biomarkers (sphingolipids). Additionally, a pipeline was established for metabolomic profiling applied to different projects, including exploring the lipid changes in H.Pylori under treatment conditions and cancer pathological comparison. My future goal is to combine metabolomics with other omics analyses to understand how NAFLD develops and the stages for a better diagnosis and treatment. Education National Yang
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Yang Ming University
・
Biopharmaceutical SciencesCreative Product Designer @Best Learning Materials Corp.2020 ~ Present
・
Designer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Vanung University
・
Industrial ManagementSenior Data Scientist @PTI 力成科技2016 ~ Present
・
大數據分析,資料科學家,資料工程師,AI工程師
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲大學
・
Applied Mathematics資深軟體工程師 @iKala 愛卡拉互動媒體股份有限公司2022 ~ Present
・
Front-End Engineer
Within one month
Redux ### Other Tools: * Lexical (for SMS Editor) * ApexChart (for Audience Analysis Charts) * Unlayer (for Email Editor) ## CDP Experience ### Analytics Dashboard Enhancement: * Implemented grouping functionality to organize data effectively. * Developed scrolling loading charts for a smoother user experience. ### Statistics Management: * Implemented reports and dashboards for effective data visualization. * Utilized x-data-grid table for efficient handling of statistics. ### SMS Editor: * Integrated Lexical to create a feature-rich SMS Editor. ### AI Marketing: * Developed AI marketing functions, including a word-cloud
Employed
・
Open to opportunities
Full-time / Remote Only
4-6 years
National Chiao Tung University
・
Master's Degree Electrical and Electronics Engineering
Deputy Data Team Lead @ALFRED SYSTEMS INC.2022 ~ Present
・
數據分析師、資料科學家
Within two months
Chun Yu, Ko Data Scientist, Data Team Lead As a data scientist with over 8 years of experience and a leader of a data team, I have consistently applied scientific methods to optimize and standardize the business decision-making process. My pursuit extends beyond the identity of a data scientist; I am a professional dedicated to exploring knowledge and creating shared value for business. Over the past four years, starting from business analytics, statistics, machine learning modeling, to causal inference, I have successfully built a framework suitable for continuous iteration. I firmly believe that teamwork and passion
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
東吳大學
・
資料科學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