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Showcase your skills and projects with a professional portfolio.
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Utilize our Cake AI-powered products to accelerate job search and talent match.
Resume
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Resume Builder
Make a resume for free.
Resume Templates
Access our extensive library of professional & ready-to-use templates.
Resume Examples
Get inspired by real resume examples to create your own.
Occupation Guide
Access resume writing guides tailored for different professions.
Resume Help
Get expert advice on all things resume from our team of recruitment specialists.
Cake AI Resume CheckerNew
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商業分析師 @凱基商業銀行股份有限公司2021 ~ Present
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
professionals. Calibrated and deployed a machine learning regression model for waveform predictions, enhancing accuracy for 500+ blood pressure monitors. Research Assistant Department of Computer Science, NCCU • August 2019–July 2020 Conducted opinion mining on 2,500 wine reviews using Transformer-based pre-trained language models. Delivered NLP coursework guidance to over 70 students as a Teaching Assistant. Account Manager Leo Burnett Taiwan • February 2017–May 2019 Orchestrated rebranding strategies for Chia Shin Cement Group, resulting in the only successful brand declaration campaign in five years. Localized branding materials and executed competitive analysis for multinational
Employed
・
Open to opportunities
Taiwan
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
數位內容
Vice President, AI and Innovation Product @昕力資訊 TPIsoftware2019 ~ Present
・
Vice President, AI and Innovation Product
Within two months
Softbank Global Robot Forum 2018 *Release the world 1st Breast Cancer Rehabilitation Robot in 2017 https://www.linkedin.com/in/jeff-lin-05b11542/ 工作經歷 Vice President, AI and Innovation Product • TPISoftware 三月Present Established the SysTalk.ai including NLP, Vision and RPA three product lines, and acquired No. 1 market share in Taiwan market. Conducted visionary strategy and drive result-oriented goal with the clear and confident decision making to accelerate the product development, project progress and P&L management. Reported to CEO Key Achievement
Employed
Taiwan
Full-time / Interested in working remotely
More than 15 years
國立政治大學（National Chengchi University）
・
Service Innovation and StrategyThe Most Lightweight and Effective Recruiting Plan
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Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Machine Learning Engineer, Information Analyst, Data Scientist
Fields of Employment
Banking, AdTech / MarTech, Big Data
Work experience
2-4 years work experience (4-6 years relevant)
Management
None
Skills
Languages
English
・
Professional
Chinese
・
Native or Bilingual
Job search preferences
Positions
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Job types
Full-time
Locations
Taiwan, Japan, United Kingdom, United States, Thailand, Australia, China, Germany, Sweden, Estonia, Netherlands, Hong Kong, Hong Kong
Remote
Interested in working remotely
Freelance
No
Educations
School
國立政治大學（National Chengchi University）
Major
數位內容
Hsuan Heng Yao (Henry)
A business data analyst skilled in programming, currently advancing towards roles in LLM, ML, and data engineering
Skills: Data scraping / Automation / Machine learning modeling.
Email: [email protected] ｜LINE: heinz.yao
Work Experience
Business Analyst KGI Bank • December 2021–Present
- Developed a fraud detection model "Hawk Eye", detecting 30–40% of flagged accounts daily with 50% accuracy.
- Built 6 classification models and 2 clustering models to predict customer assets and wealth management potential, achieving a 35% VIP upgrade rate within six months.
- Designed and deployed 2 web scraping systems using GCP and Docker, saving 8 hours per week for customer service and branding teams.
- Processed mobile banking app log data for digital footprint analysis, capturing 25% of currency exchange demands.
Data Analysis Engineer Taiwan E Chain Med Health • October 2020–July 2021
- Integrated resources such as Docker and Git to connect partner data sources and modules, completing application POC development that contributed approximately NT$1 million in initial contract revenue.
- Utilized SciPy and Streamlit to visualize waveform data, assisting over 5,000 clinical diagnoses and saving 2 hours daily for medical professionals.
- Calibrated and deployed a machine learning regression model for waveform predictions, enhancing accuracy for 500+ blood pressure monitors.
Research Assistant Department of Computer Science, NCCU • August 2019–July 2020
- Conducted opinion mining on 2,500 wine reviews using Transformer-based pre-trained language models.
- Delivered NLP coursework guidance to over 70 students as a Teaching Assistant.
Account Manager Leo Burnett Taiwan • February 2017–May 2019
- Orchestrated rebranding strategies for Chia Shin Cement Group, resulting in the only successful brand declaration campaign in five years.
- Localized branding materials and executed competitive analysis for multinational clients such as Nestcafé and Heineken Taiwan.
Project Manager TAITRA (Taiwan External Trade Development Council • November 2015–January 2017
- Identified key attrition metrics through data analysis, reducing venue cancellation losses by 10% at Taipei International Conference Center.
- Increased Facebook followers tenfold with a minimal USD 1,000 budget within one year.
Associate Project Manager Minimax Design • November 2013–October 2015
Education
National Chengchi University M.S. in Digital Content and Technology • 2018–2020
- Industry Collaboration: Coordinated a project with KKBOX's Data Science team.
National Taiwan University B.A. in Political Science• 2007–2010
- Leadership Role: Chair of the NTU Political Science Transfer Student Association (2008–2009).
Hsuan Heng Yao (Henry)
A business data analyst skilled in programming, currently advancing towards roles in LLM, ML, and data engineering
Skills: Data scraping / Automation / Machine learning modeling.
Email: [email protected] ｜LINE: heinz.yao
Work Experience
Business Analyst KGI Bank • December 2021–Present
- Developed a fraud detection model "Hawk Eye", detecting 30–40% of flagged accounts daily with 50% accuracy.
- Built 6 classification models and 2 clustering models to predict customer assets and wealth management potential, achieving a 35% VIP upgrade rate within six months.
- Designed and deployed 2 web scraping systems using GCP and Docker, saving 8 hours per week for customer service and branding teams.
- Processed mobile banking app log data for digital footprint analysis, capturing 25% of currency exchange demands.
Data Analysis Engineer Taiwan E Chain Med Health • October 2020–July 2021
- Integrated resources such as Docker and Git to connect partner data sources and modules, completing application POC development that contributed approximately NT$1 million in initial contract revenue.
- Utilized SciPy and Streamlit to visualize waveform data, assisting over 5,000 clinical diagnoses and saving 2 hours daily for medical professionals.
- Calibrated and deployed a machine learning regression model for waveform predictions, enhancing accuracy for 500+ blood pressure monitors.
Research Assistant Department of Computer Science, NCCU • August 2019–July 2020
- Conducted opinion mining on 2,500 wine reviews using Transformer-based pre-trained language models.
- Delivered NLP coursework guidance to over 70 students as a Teaching Assistant.
Account Manager Leo Burnett Taiwan • February 2017–May 2019
- Orchestrated rebranding strategies for Chia Shin Cement Group, resulting in the only successful brand declaration campaign in five years.
- Localized branding materials and executed competitive analysis for multinational clients such as Nestcafé and Heineken Taiwan.
Project Manager TAITRA (Taiwan External Trade Development Council • November 2015–January 2017
- Identified key attrition metrics through data analysis, reducing venue cancellation losses by 10% at Taipei International Conference Center.
- Increased Facebook followers tenfold with a minimal USD 1,000 budget within one year.
Associate Project Manager Minimax Design • November 2013–October 2015
Education
National Chengchi University M.S. in Digital Content and Technology • 2018–2020
- Industry Collaboration: Coordinated a project with KKBOX's Data Science team.
National Taiwan University B.A. in Political Science• 2007–2010
- Leadership Role: Chair of the NTU Political Science Transfer Student Association (2008–2009).