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Get inspired by real resume examples to create your own.
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Access resume writing guides tailored for different professions.
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商業分析師 @凱基商業銀行股份有限公司2021 ~ Présent
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Dans 2 mois
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
Employé
・
Ouvert à de nouvelles opportunités
Taiwan
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立政治大學（National Chengchi University）
・
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- Seules les entreprises avec un abonnement peuvent consulter les CV
- Consulter les adresses email et les numéros de téléphone des utilisateurs
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Ouvert à de nouvelles opportunités
Professions
Machine Learning Engineer, Information Analyst, Data Scientist
Fields of Employment
Bancaire, AdTech / MarTech, Big Data
Expérience Professionnelle
2 à 4 ans expérience professionnelle (4 à 6 ans relevant)
Management
None
Compétences
Langues
English
・
Professionnel
Chinese
・
Natif ou Bilingue
Job search preferences
Position Désirée
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Type d'emploi
Temps plein
Lieu Désiré
Taiwan, Japan, United Kingdom, United States, Thailand, Australia, China, Germany, Sweden, Estonia, Netherlands, Hong Kong, Hong Kong
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
國立政治大學（National Chengchi University）
Spécialisation
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).