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On
4-6 years
6-10 years
10-15 years
More than 15 years
Consultant @Startup2023 ~ 2024
・
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
Zheng Tzer Lee (李政澤) 馬來西亞人 | 居住在台灣| [email protected] https://www.linkedin.com/in/zhengtzer • Experiences : Pharmaceutical, Ecom, Retail • Projects : Commercial IT system, business intelligence data analytics • Know-how : Discover user pain point and pre-sales design; Client pitching; Cross domain know-how from business, dev, data, cloud infra; Bridge and align cross-function cross-region teams towards goals Work Experience Consultant • Startup OctoberFebruary 2024 | Taipei, Taiwan • 統整資源促進新創發展於私立教育
Employed
・
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
・
Brand and Fashion Management
Marketing Lead(Analysis, Strategy, CRM) | Taipei Market Team @IKEA2023 ~ Present
・
Customer experience director, growth director, operation, strategy management Consulting
Within one month
store commercial activities to maximize brand awareness, traffic/visitation and sales for IKEA's greater Taipei market(5M+ population). Evaluate campaign performance and highlight findings. • CRM and member loyalty: Work on CRM projects to drive member activation, engagement and loyalty based on customer status and behavior data, optimizing marketing effectiveness and ROI. Commercial & Experience Architect and Marketing Lead | Innovation Team | IKEA 11//2023 Commercial launch and go-to-market strategy of IKEA's new B2B Rental business: • Market research and Competitive analysis: Identify the needs and challenges of companies for furniture solutions.
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
Marketing
Instructor @Digi+ Program in NHRI (Genomics Analysis and Precision Medicine)2022 ~ Present
・
工程師
Within three months
Studying
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
・
Biomedical
Supervisor @沃盛股份有限公司_碧歐斯Bio-essence2023 ~ Present
・
品牌專案企劃、網路行銷企劃、數位行銷企劃
Within one year
黃瑜雯 | Vivian 超過5年的電商經驗，主掌行銷策略擬定及企劃，擅長專案管理及跨部門溝通 透過數據分析思考、解決問題，同時給予品牌建議 電商營運/數據分析/專案管理/行銷企劃相關 Taipei，[email protected] 工作經歷 Supervisor ，沃盛股份有限公司(Bio essence碧歐
Employed
Full-time / Interested in working remotely
4-6 years
天主教輔仁大學 FU JEN CATHOLIC UNIVERSITY
・
會計學系
Sale Representative @City Storage System, Hubster2021 ~ 2022
・
Sale Representative
Within one year
I would like to express my sincere gratitude. Based in Kaohsiung City, Taiwan Instagram & & Phone | Whatsapp | Telegram:Work Experience Sale Representative • City Storage System, Hubster AprilAugust 2022 Achieved 1160% completion rate in the first month, and exceed by 150%~390% in the following months. - Focus on Foodtech products, Data analysis, Partnership building, Target setting, Business Development, and PMF. -follow up and initial contact to gain new clients. -Offer one-stop service to increase restaurant efficiency. International Export Sales and Purchasing Specialist • Long Pride Biotechnology CO., LTD MarchAprilPhanalenopsis and other orchids) I started a project
Full-time / Interested in working remotely
4-6 years
Shu-Te University
・
Bachelor's degree Applied Foreign Language of DepartmentPart Time @Not Flexible2020 ~ Present
・
Warehouse Clerk
More than one year
coordination and communication with customers, warehouses and drivers Site Clerk • E Man Construction Co.Ltd AprJun 2018 • Responsible for general clerical duties including daily filing, copying and typing works. • Assist to handle general site administration inquiries. Catering Coordinator • LSG Lufthansa Service Hong Kong Ltd JulFeb 2015 • Conduct data collection, data entry and data analysis for the preparation of statistical reports • Assist the department in managing internal and external audits by providing effective administrative support to internal parties • Handle telephone inquiries from internal and external parties Travel Consultant • Fantasy Travel Service Limited MayJun 2013 • Reply to client's
Full-time / Not interested in working remotely
10-15 years
Baptist Wing Lung Secondary School
・
Certificate of Education
Category Management Team Lead @Shopee2018 ~ Present
・
Project Manager
Within six months
and marketing strategies, and cross-functional leadership Maximized the sales volume on key campaigns such as 11/11, by securing exclusive products, prices, and stocks from partners like McDonald's, 7-11, Hi-Life , while reducing cost per order by 68% Utilized MySQL, Excel, Python, and other tools for data analysis, translating numbers and facts to inform strategic business decisions, building several business dashboards from scratch Optimized the user experience of Shopee app and admin system by working side by side with the product management and development team Project Manager | Backer-Founder | 2016//8 Backer-Founder is
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Political Science
Sr. UX Researcher @17LIVE2021 ~ Present
・
UX Designer, User Researcher
Within six months
I have also had ample experience in the process of agile development. This has made me an advocate of rapid iteration in product validation. Taipei, Taiwan [email protected] Skills UX Research In-depth interview Usability testing User group research Design Proposition Concept validation Value workshop Data analysis Agile Development Agile methodology Scrum induction Language Chinese English Experiences UX Designer PIXNET Digital Media Corporation • May 2016 – Dec 2020 User Experience Research Clarified research goals from requesting departments, planning and performing interviews or usability tests, etc., and proposing optimization plans. User segments I've conducted
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立清華大學
・
社會學, 哲學Project manager @銘島國際股份有限公司2017 ~ Present
・
Product manager
More than one year
Full-time / Interested in working remotely
10-15 years
亞洲大學
・
會計與資訊Java Software Engineer @Music Reports Inc2020 ~ Present
・
Java Software Engineer
More than one year
Full-time / Interested in working remotely
4-6 years
California State University
・
Computer ScienceThe 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.
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Data Scientist, Information Analyst, Data Analyst
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, EdTech
Work experience
2-4 years work experience (1-2 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Languages
Indonesian
・
Native or Bilingual
English
・
Native or Bilingual
Chinese
・
Fluent
Job search preferences
Positions
Data Analyst 數據分析師 / Data Scientist 資料科學家
Job types
Full-time
Locations
Taiwan, Indonesia
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立臺北大學 National Taipei University
Major
Statistics
Felicia Wongso 王佩霞
Data Analyst
Statistics student @ N'tl Taipei Univ.
Taipei, Taiwan
A proactive problem-solver with 1+ years of data analytics experience
I am highly passionate about data and its applications. In the past, I have collaborated with international teams within the EdTech and R&D fields. With expertise in statistics, I have assisted in translating data into valuable insights and building prediction models with up to 75% accuracy. Moreover, I am an avid learner and have self-learned Python, SQL, and Power BI in the past year alone. My goal is to put my knowledge to good use and impact the world.
[email protected] • (+886) 938-988-325 • • 中文版
Skills
Tools
- R
- Python
- SAS
- MySQL
- Power BI
- HTML, CSS
Hard Skills
- Data Analysis
- Data Cleansing
- EDA, Data Visualization
- Data Mining
- Machine Learning
- Web Scraping
Language
- English — Bilingual proficiency (TOEIC: 955)
- Indonesian — Native
- Chinese — Advanced (7+ years)
Work Experience
Product Management Intern • QTCOMM Inc. 酷堤康科技股份有限公司
July 2022 - Present
• Develop functions of a travel app, calculate price models, and assist in designing its UI.
• Conduct market research and competitor analysis, explore potential paint points and provide innovative solutions.
• Perform application-wide software testing and optimize the user experience.
Research Assistant • Institute for Information Industry 財團法人資訊工業策進會
January 2022 - June 2022
- Research graduate flow trends of domestic and international students through journals, papers, and government longitudinal studies.
- Analyze, process, and visualize research datasets containing 7,500 variables and 12,000 observations using SAS and Power BI.
- Generate analytical reports on PowerPoint to present research findings.
Data Science Trainee • Institute for Information Industry 財團法人資訊工業策進會
- Developed an AI mock-interview web platform to analyze and predict interview performance while leading an international team of 4.
- Analyzed and performed feature engineering on video, audio, and text data using digital signal processing, Fourier transformation, and NLP.
- Built and trained prediction models using machine learning (scikit-learn) with a 75% accuracy and established the platform's web framework using Python (flask).
- Milestones:
- Winner of "Excellence Award" at the 2021 DIGI+ x TCA Global Talent Award
- Presented a research paper on the mock-interview platform at IEEE International Conference on Information and Education Technology (ICIET 2022)
Data Science Intern • Sensay Ltd.
June 2021 - September 2021
Sensay is a speech-based startup aiming to boost students' confidence in speaking English.
- Researched local and international English assessments, and developed an automated English speaking assessment product.
- Collaborated with an international team in a fast-paced startup environment to develop product models with a 72% accuracy using web crawling and NLP techniques in Python.
- Performed statistical analysis and diagnostics using R to maintain the reliability and validity of existing products, and identified key metrics for product development.
Education
National Taipei University 國立臺北大學
Major in Statistics | 2018 - 2022
- GPA: 3.9/4
- Certifications:
- Non-Degree Bachelor Program in Big Data and Data Mining
- Non-Degree Bachelor Program in Statistical Computing
- Non-Degree Bachelor Micro-Program in Artificial Intelligence
- Micro Certificate Program for Advanced English for General Purposes (A-EGP)
- Organizations: Public Information Director at Overseas Chinese and Foreign Student Association
Other Experiences
International Conference
- Presented and published at IEEE International Conference on Information and Education Technology (ICIET 2022).
- Paper title: An AI Mock-Interview Platform for Interview Performance Analysis
Competition
- Winner of "Excellence Award" at 2021 DIGI+ x TCA Global Talent Award
- Project title: Training and Development of Learning Platform Data Model
Student Association
Served as the Public Information Committee at NTPU Overseas Chinese and Foreign Student Association.
YouthRocks Career Planning Bootcamp
Attended a two-day workshop revolving around career building and the startup industry.
Certifications
Complete Python Developer in 2022: Zero to Mastery
Zero to Mastery Academy
2021.12 | 🔗Certificate link
Big Data Analytics: Business Applications and Strategic Decisions
National Taiwan University
2021.11 | 🔗Certificate link
Recommendations
Caren Chen
Founder @ Sensay
Felicia was our data science intern in 2021 and still helps Sensay out occasionally because we simply adore her. I could not recommend a young talent more! Her advanced statistical analysis and extensive research helped us tremendously in our product development. If anyone is hiring in the areas of data science/research analysis, you’ll definitely want to speak with Felicia!
Projects
Tools: Python, R
Mood Classification of Popular Music
This project is currently in progress.
Our goal is to categorize songs using "mood" rather than "genre" to make it more intuitive and easier for listeners to identify the song they want to listen to.
- Web crawling using various APIs to collect song data.
- Build a predictive model to detect moods in songs through audio and lyric data, and use technologies such as NLP and machine learning.
AI Mock Interview Platform
This platform helps job seekers understand their interview performance and enhance their interview skills.
- First, the platform collects and analyzes the user's facial expressions, body, voice, and semantic features using digital signal processing and NLP.
- Next, we use machine learning models to evaluate the user's interview performance.
- Last, the platform produces a quantitative report immediately after the user completes the mock interview.
Tools: Python, HTML, CSS, JavaScript
Felicia Wongso 王佩霞
Data Analyst
Statistics student @ N'tl Taipei Univ.
Taipei, Taiwan
A proactive problem-solver with 1+ years of data analytics experience
I am highly passionate about data and its applications. In the past, I have collaborated with international teams within the EdTech and R&D fields. With expertise in statistics, I have assisted in translating data into valuable insights and building prediction models with up to 75% accuracy. Moreover, I am an avid learner and have self-learned Python, SQL, and Power BI in the past year alone. My goal is to put my knowledge to good use and impact the world.
[email protected] • (+886) 938-988-325 • • 中文版
Skills
Tools
- R
- Python
- SAS
- MySQL
- Power BI
- HTML, CSS
Hard Skills
- Data Analysis
- Data Cleansing
- EDA, Data Visualization
- Data Mining
- Machine Learning
- Web Scraping
Language
- English — Bilingual proficiency (TOEIC: 955)
- Indonesian — Native
- Chinese — Advanced (7+ years)
Work Experience
Product Management Intern • QTCOMM Inc. 酷堤康科技股份有限公司
July 2022 - Present
• Develop functions of a travel app, calculate price models, and assist in designing its UI.
• Conduct market research and competitor analysis, explore potential paint points and provide innovative solutions.
• Perform application-wide software testing and optimize the user experience.
Research Assistant • Institute for Information Industry 財團法人資訊工業策進會
January 2022 - June 2022
- Research graduate flow trends of domestic and international students through journals, papers, and government longitudinal studies.
- Analyze, process, and visualize research datasets containing 7,500 variables and 12,000 observations using SAS and Power BI.
- Generate analytical reports on PowerPoint to present research findings.
Data Science Trainee • Institute for Information Industry 財團法人資訊工業策進會
- Developed an AI mock-interview web platform to analyze and predict interview performance while leading an international team of 4.
- Analyzed and performed feature engineering on video, audio, and text data using digital signal processing, Fourier transformation, and NLP.
- Built and trained prediction models using machine learning (scikit-learn) with a 75% accuracy and established the platform's web framework using Python (flask).
- Milestones:
- Winner of "Excellence Award" at the 2021 DIGI+ x TCA Global Talent Award
- Presented a research paper on the mock-interview platform at IEEE International Conference on Information and Education Technology (ICIET 2022)
Data Science Intern • Sensay Ltd.
June 2021 - September 2021
Sensay is a speech-based startup aiming to boost students' confidence in speaking English.
- Researched local and international English assessments, and developed an automated English speaking assessment product.
- Collaborated with an international team in a fast-paced startup environment to develop product models with a 72% accuracy using web crawling and NLP techniques in Python.
- Performed statistical analysis and diagnostics using R to maintain the reliability and validity of existing products, and identified key metrics for product development.
Education
National Taipei University 國立臺北大學
Major in Statistics | 2018 - 2022
- GPA: 3.9/4
- Certifications:
- Non-Degree Bachelor Program in Big Data and Data Mining
- Non-Degree Bachelor Program in Statistical Computing
- Non-Degree Bachelor Micro-Program in Artificial Intelligence
- Micro Certificate Program for Advanced English for General Purposes (A-EGP)
- Organizations: Public Information Director at Overseas Chinese and Foreign Student Association
Other Experiences
International Conference
- Presented and published at IEEE International Conference on Information and Education Technology (ICIET 2022).
- Paper title: An AI Mock-Interview Platform for Interview Performance Analysis
Competition
- Winner of "Excellence Award" at 2021 DIGI+ x TCA Global Talent Award
- Project title: Training and Development of Learning Platform Data Model
Student Association
Served as the Public Information Committee at NTPU Overseas Chinese and Foreign Student Association.
YouthRocks Career Planning Bootcamp
Attended a two-day workshop revolving around career building and the startup industry.
Certifications
Complete Python Developer in 2022: Zero to Mastery
Zero to Mastery Academy
2021.12 | 🔗Certificate link
Big Data Analytics: Business Applications and Strategic Decisions
National Taiwan University
2021.11 | 🔗Certificate link
Recommendations
Caren Chen
Founder @ Sensay
Felicia was our data science intern in 2021 and still helps Sensay out occasionally because we simply adore her. I could not recommend a young talent more! Her advanced statistical analysis and extensive research helped us tremendously in our product development. If anyone is hiring in the areas of data science/research analysis, you’ll definitely want to speak with Felicia!
Projects
Tools: Python, R
Mood Classification of Popular Music
This project is currently in progress.
Our goal is to categorize songs using "mood" rather than "genre" to make it more intuitive and easier for listeners to identify the song they want to listen to.
- Web crawling using various APIs to collect song data.
- Build a predictive model to detect moods in songs through audio and lyric data, and use technologies such as NLP and machine learning.
AI Mock Interview Platform
This platform helps job seekers understand their interview performance and enhance their interview skills.
- First, the platform collects and analyzes the user's facial expressions, body, voice, and semantic features using digital signal processing and NLP.
- Next, we use machine learning models to evaluate the user's interview performance.
- Last, the platform produces a quantitative report immediately after the user completes the mock interview.