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What Cake R U? ProNewUnlock your workplace personality in 3 minutes and discover your unique strengths!ResumeCreate your job-winning resume using our free resume builder.Resume BuilderMake a resume for free.Resume TemplatesAccess our extensive library of professional & ready-to-use templates.Resume ExamplesGet inspired by real resume examples to create your own.Occupation GuideAccess resume writing guides tailored for different professions.Resume HelpGet expert advice on all things resume from our team of recruitment specialists.Cake AI Resume CheckerAnalyzes your resume using Cake AI for detailed feedback.- Success StoriesBusiness ExcellenceAbout CakeFeatured Reads
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Create your job-winning resume using our free resume builder.
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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.
What Cake R U? ProNew
Unlock your workplace personality in 3 minutes and discover your unique strengths!
Resume
Create your job-winning resume using our free resume builder.
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 Checker
Analyzes your resume using Cake AI for detailed feedback.
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Past
Data Analyst @HP Taiwan 台灣惠普科技股份有限公司2021 ~ 2024
・
Data Engineer/Data Analyst/Data Scientist
Within one month
Reporting, Data Analytics Project Management Programming Languages: Python, SQL Software: Power BI Digital Transformation Engineer • PwC Germany 10//2021 Optimized internal workflows and automated business processes to support enterprise-wide digital transformation initiatives Transformed raw datasets into clean, structured formats to support analytics projects Conducted statistical analyses using Python to uncover trends, patterns and data-driven recommendations Developed Alteryx applications integrated with Python and VBScript to automate repetitive tasks and improve data pipeline efficiency Knowledge/Skill: Project Management, Scrum Methodology Programming Languages: VBA, Python, SQL Software: Alteryx, Tableau Senior Business Consultant • Ernst & Young Taiwan 08//
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
Hochschule für Technik und Wirtschaft Berlin
・
Project Management and Data Science
Software engineer @Zealogics IT Solutions 美商邏輯技術有限公司2023 ~ Present
・
後端工程師
Within one month
陳乃齊 Jeff Chen Software Engineer New Taipei City, Taiwan Phone :Email : [email protected] Five years of experience in software development.Mainly using Python,C#,C++.Participated in image processing projects, web and API projects.Lecturer of Python programming course in digital transformation department. Experience Software engineer Zealogics @ ASML • MayPresent Wafer Inspection Machine Software Development Utilized C#, WinForm, and WPF to develop and maintain front-end GUIs and back-end logic for advanced electron-beam (e-beam) inspection machines. Designed and implemented machine operation interfaces and
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taiwan Ocean University
・
Computer Science and Engineering
資深資料分析師 @Gamania 遊戲橘子數位科技股份有限公司2024 ~ Present
・
PM/產品經理/專案管理
Within one month
統，並為POYA自有CDP制定短期、中期及長期發展目標。 學歷 國立中山大學 National Sun Yat-Sen University 碩士 - 企業管理學系 •國立高雄大學 學士 - 運動健康與休閒學系 •臺中市立臺中第一高級中等學校 普通科 •技能 Python Programming Power BI SQL/MySQL Jira/Trello/Asana Swagger / Postman 語言 English — 進階 Chinese — 母語
Employed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立中山大學 National Sun Yat-Sen University
・
數位行銷
Past
AI研發工程師 @東捷資訊股份有限公司2020 ~ 2024
・
軟體工程師
Within one month
許瑞昌 AI研發工程師 對於coding有高度熱情，喜歡思考、提出問題、探究事物的規律，擅長邏輯思考，並能夠多元善用各方資源，精進自己的專業知識 Github [email protected] 技能 程式語言：Python、Javascript 資料庫：MySQL、MsSQL、MariaDB Framework：PyTorch、Tensorflow、Keras Library：OpenCV、Dlib、Librosa 相關工作經歷 相關學習經歷 東捷
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
電機工程學系(AI與資安組)
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
銘傳大學
・
資訊工程學系Past
Senior QA Engineer @Advantech 研華科技2024 ~ 2024
・
QA automation engineer / Software development engineer in test
Within one month
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立清華大學 National Tsing Hua University
・
Technology Managrment
系統開發 @遊麒科技股份有限公司2020 ~ Present
・
Software Engineer
Within one month
style (clean code and srcum). Besides, improving myself of skills is important for me, and I'll spare my time after work to learn. Front-end Software engineer. Ski lls Programming: Javascript(html, css, sass, less), Typescript, jQuery, AJAX, React, Vue, Angular, Redux, NextJs, RESTful api, GraphQL, Python, LaTeX, Matlab, NodeJs, webpack, CICD in Gitlab, swagger, yaml, Docker Library: material-ui, antd, bootstrap, styled-components, apexcharts, i18n, jest, axios express, pm2, prettier, eslint, huscky Platform: AWS (S3, EC2), Caas hicloud, firebase (hosting, functions, algolia, firestore), cloudflare, Line, GA4, GTM GCP (cloud run, cloud scheduler, cloud storage, import
Employed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
M.S. IN BIOMEDICAL ELECTRONICS AND BIOINFORMATICSPast
Senior Frontend Developer @CodeGreen2023 ~ Present
・
前端工程師 Front-End Developer
Within one month
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
國立高雄科技大學 National Kaohsiung University of Science and Technology
・
資訊管理系
Senior Software Engineer in Test (SDET/SQA) @Trevi Technology Co.,Ltd., Taipei, Taiwan2023 ~ Present
・
自動化軟體測試工程師、軟體測試工程師、測試主管
Within one month
level automated testing frameworks. Currently, I serve as a Senior Software Automation Test Engineer and Team Lead at PonderTech Technology Co., Ltd., where I oversee testing for cryptocurrency exchanges and offshore securities platforms. I have built automation testing frameworks from scratch, utilizing RobotFramework, Appium, JMeter, and Python to drive CICD integration and enhance delivery efficiency. As a Scrum Master, I lead agile teams, manage task assignments, and train engineers, ensuring alignment between testing plans and product goals. Technologies and Expertise Languages and Frameworks: Python, RobotFramework, JMeter, Appium,Pytest Testing Expertise: API, UI, Stress, Compatibility
Employed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
Build School
・
全端軟體工程師
Engineer @Trend Micro 趨勢科技2021 ~ Present
・
Software Engineer
Within one month
白紋愷 Kevin Bai Experienced Software Engineer with a strong background in product feature development, cloud-based backend systems, and Windows endpoint products. Skilled in C/C++, Python, C#, and JavaScript with hands-on experience in Azure and AWS cloud platforms. Proven ability to optimize performance, implement CI/CD pipelines, and develop secure, scalable software solutions. Software Engineer Taipei, TW [email protected] Work Experience Trend Micro, Engineer, Oct 2021 ~ Product Feature Development and Maintenance (C++, JavaScript, TypeScript, Node.js): Upgraded third-party libraries
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
・
Computer ScienceThe Most Lightweight and Effective Recruiting Plan
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Within one month
Sr. data analyst@TrendMicro | Data Scientist | Business Analyst
趨勢科技
・
2022 ~ Present
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Data Scientist, BI Engineer, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Software
Work experience
4-6 years
Management
None
Skills
Languages
English
・
Fluent
Job search preferences
Positions
Data Scientist, Data Analyst, Machine Learning Engineer
Job types
Full-time
Locations
台灣台北, 台灣新竹市, 台灣新竹縣, 台灣新北市, 台灣台北市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
輔仁大學 Fu Jen Catholic University
Major
統計資訊學系
Cathy Chen
Sr. Data Analyst
Senior data analyst with over 8 years experience in ETL, data visualization, exploratory data analysis, machine learning, customized online dashboard using SQL, R, Python and data analytics tools.
Data Scientist, Data Analyst, Business Analyst
Taipei, Taiwan
0923126227
Work Experience
工作經歷
Sr. Business Analyst • Cathay United Bank
May 2024 - Present
- Vietnam Credit Loan Portfolio Default Risk Management Analysis and Monitoring : 1.Analyzed pre-loan, rejections, and post-loan behaviors by using external credit scores, consumer demographics, acquisition channels, and repayment patterns for the Vietnam market. 2.Conducted customer segmentation and assessed credit risk to support proactive risk management.3.Provided data-driven recommendations to the BU based on annual KPI targets, optimizing risk control, marketing effectiveness, and sales performance evaluation.
- Cambodia Credit Card Risk Management Analysis : 1.Conducted customer profiling, vintage analysis , roll rate analysis and analyzed payment and delinquency behaviors to identify potential high-risk customer segments for the Cambodia market. 2.Provided data-driven risk management recommendations to support the BU in mitigating potential risks.
- Project and Report/Dashboard Management : Managed internal projects, reports and dashboards, ensuring timely and accurately completion.
- Cross-Departmental Collaboration : 1.Facilitated cross-functional communication with BU(Product, Digital, Risk, Marketing, AML team) by clarify issues, conducting requirement interviews, and coordinating schedules. 2.Assigned tasks to appropriate team members to ensure efficient workflow and accountability. 3.Oversaw the entire development process, monitoring project progress to ensure timely delivery and successful deployment.
Skill : GCP · AWS · Looker · Big Query · Python · Machine Learning · Project Management
Sr. Data Analyst • TrendMicro
Nov 2022 - Jan 2024
- Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, reports and dashboards.
- Cross app data tracking and user journey analysis.
- VisionOne customer engagement score - the metrics can help fields to target the customers who are likely SOC/SOC-like profile and have frequently engaged with the VisionOne for their operations.
- Potential SOC customer tagging - use customer information to tag potential VisionOne SOC-like customers from the TrendMicro existing customer base.
- Product-led growth - provide metrics to help teams check the overview of the VisionOne trial customers experience and conversion rate with their app engagement/behaviors analysis.
- VisionOne tree view APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data.
Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git
Data Analyst • Bank SinoPac
Oct 2020 - Nov 2022
- Personalized recommendation system on official website.
- Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers.
- Integrate user's transaction data, online behavior data, interest tags to auto labeling MMA customers by using statistical methods and machine learning methods.
- Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards.
- Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis.
- Developing automated web crawler on MMA website to collect ETF, fund, bond information.
Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker
Data Analyst • Catchplay
Apr 2020 - Oct 2020
- Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performance to assist the Indonesia marketing team in developing pricing solutions. This project is to drive greater TVoD usage and provide recommendations to enhance the business function.
- Indonesia competitor analysis
- Forecasting movie search volume - Assist with filtering the popular movie by using pytrends to track the movie keywords search volume, predict movies' search volume by using LSTM.
- Lover migration analysis - Analyze behavioral trends in user data to suggest opportunities of optimization and improvement to the marketing team. Our team assist with filtering potential paying audience from 400,000 users on Catchplay.
- Genre Classification – Text Similarity
- CATCHPLAY Recommendation System
Skill : Google BigQuery · R · Python · Google Analytics · Google Search Console · Web Crawling · machine learning
Machine Learning Engineer • 人工智慧製造研究中心
Apr 2018 - Jan 2020
- Demand Categorization and Forecasting in Semiconductor Components Supply Chain - Semiconductor distributor need to make specific demand forecasting by item as critical input of inventory control and ordering strategy. Accurate demand forecast needs strict supply chain information and market analysis. However, most companies in semiconductor supply chain are not equipped with demand information sharing system between upstream and downstream. In this project, thousands of product parts are classified and forecast by competent staff based on their domain knowledge and working experience. To fill in this gap, we aims to propose a demand categorization and forecasting approach to support flexible decisions in supply chain management.
- Optimizing Manufacturing Parameters of Wire Bonding Process in IC Packaging Industry - In the wire bonding process, different setting value of manufacturing parameters affect the quality of the solder joints and the speed of wire bonding significantly. And when a new product is introduced, it is difficult to quickly obtain effective parameters simply by relying on the experience of the engineers. The project aims to help the IC packaging factories to increase production capacity by reducing the number of downtimes and speeding up the wire bonding time. The empirical result shows that the proposed approach has shown practical viability for increasing the packaging yield by 0.03%.
- Probe Card Electrical Quality Enhancement in Advanced Semiconductor Test Industry - In order to ensure the electrical quality of the probe card transmission path, in this project, we develops an automated inspection system which is able to reduce the error and time consuming from manual operation. Measurement System Analysis (MSA) ensures the electrical measurement quality of the equipment and meanwhile, collects and transfers those measurement results to be a big database from comprehensive electrical detection for key materials.
- Development- Change Point Analysis
Skill : Python · R · Shiny · HTML · CSS · Javascript · machine learning
Education
Sep 2012 - Jun 2016
Fu Jen Catholic University
Department of Statistics and Information Science
Skills
Programming
Python
R
Spark
R shiny
SAS
HTML
CSS
Javascript
Database
My SQL
MS SQL Server
SQLite
IMPALA
HIVE
Azure Kusto (KQL)
Big Query
Data Analytics Tools
Tableau
Power BI
Looker
Databricks
Azure dashboard
SPSS
Google Analytics
Google Search Console
Cathy Chen
Sr. Data Analyst
Senior data analyst with over 8 years experience in ETL, data visualization, exploratory data analysis, machine learning, customized online dashboard using SQL, R, Python and data analytics tools.
Data Scientist, Data Analyst, Business Analyst
Taipei, Taiwan
0923126227
Work Experience
工作經歷
Sr. Business Analyst • Cathay United Bank
May 2024 - Present
- Vietnam Credit Loan Portfolio Default Risk Management Analysis and Monitoring : 1.Analyzed pre-loan, rejections, and post-loan behaviors by using external credit scores, consumer demographics, acquisition channels, and repayment patterns for the Vietnam market. 2.Conducted customer segmentation and assessed credit risk to support proactive risk management.3.Provided data-driven recommendations to the BU based on annual KPI targets, optimizing risk control, marketing effectiveness, and sales performance evaluation.
- Cambodia Credit Card Risk Management Analysis : 1.Conducted customer profiling, vintage analysis , roll rate analysis and analyzed payment and delinquency behaviors to identify potential high-risk customer segments for the Cambodia market. 2.Provided data-driven risk management recommendations to support the BU in mitigating potential risks.
- Project and Report/Dashboard Management : Managed internal projects, reports and dashboards, ensuring timely and accurately completion.
- Cross-Departmental Collaboration : 1.Facilitated cross-functional communication with BU(Product, Digital, Risk, Marketing, AML team) by clarify issues, conducting requirement interviews, and coordinating schedules. 2.Assigned tasks to appropriate team members to ensure efficient workflow and accountability. 3.Oversaw the entire development process, monitoring project progress to ensure timely delivery and successful deployment.
Skill : GCP · AWS · Looker · Big Query · Python · Machine Learning · Project Management
Sr. Data Analyst • TrendMicro
Nov 2022 - Jan 2024
- Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, reports and dashboards.
- Cross app data tracking and user journey analysis.
- VisionOne customer engagement score - the metrics can help fields to target the customers who are likely SOC/SOC-like profile and have frequently engaged with the VisionOne for their operations.
- Potential SOC customer tagging - use customer information to tag potential VisionOne SOC-like customers from the TrendMicro existing customer base.
- Product-led growth - provide metrics to help teams check the overview of the VisionOne trial customers experience and conversion rate with their app engagement/behaviors analysis.
- VisionOne tree view APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data.
Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git
Data Analyst • Bank SinoPac
Oct 2020 - Nov 2022
- Personalized recommendation system on official website.
- Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers.
- Integrate user's transaction data, online behavior data, interest tags to auto labeling MMA customers by using statistical methods and machine learning methods.
- Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards.
- Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis.
- Developing automated web crawler on MMA website to collect ETF, fund, bond information.
Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker
Data Analyst • Catchplay
Apr 2020 - Oct 2020
- Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performance to assist the Indonesia marketing team in developing pricing solutions. This project is to drive greater TVoD usage and provide recommendations to enhance the business function.
- Indonesia competitor analysis
- Forecasting movie search volume - Assist with filtering the popular movie by using pytrends to track the movie keywords search volume, predict movies' search volume by using LSTM.
- Lover migration analysis - Analyze behavioral trends in user data to suggest opportunities of optimization and improvement to the marketing team. Our team assist with filtering potential paying audience from 400,000 users on Catchplay.
- Genre Classification – Text Similarity
- CATCHPLAY Recommendation System
Skill : Google BigQuery · R · Python · Google Analytics · Google Search Console · Web Crawling · machine learning
Machine Learning Engineer • 人工智慧製造研究中心
Apr 2018 - Jan 2020
- Demand Categorization and Forecasting in Semiconductor Components Supply Chain - Semiconductor distributor need to make specific demand forecasting by item as critical input of inventory control and ordering strategy. Accurate demand forecast needs strict supply chain information and market analysis. However, most companies in semiconductor supply chain are not equipped with demand information sharing system between upstream and downstream. In this project, thousands of product parts are classified and forecast by competent staff based on their domain knowledge and working experience. To fill in this gap, we aims to propose a demand categorization and forecasting approach to support flexible decisions in supply chain management.
- Optimizing Manufacturing Parameters of Wire Bonding Process in IC Packaging Industry - In the wire bonding process, different setting value of manufacturing parameters affect the quality of the solder joints and the speed of wire bonding significantly. And when a new product is introduced, it is difficult to quickly obtain effective parameters simply by relying on the experience of the engineers. The project aims to help the IC packaging factories to increase production capacity by reducing the number of downtimes and speeding up the wire bonding time. The empirical result shows that the proposed approach has shown practical viability for increasing the packaging yield by 0.03%.
- Probe Card Electrical Quality Enhancement in Advanced Semiconductor Test Industry - In order to ensure the electrical quality of the probe card transmission path, in this project, we develops an automated inspection system which is able to reduce the error and time consuming from manual operation. Measurement System Analysis (MSA) ensures the electrical measurement quality of the equipment and meanwhile, collects and transfers those measurement results to be a big database from comprehensive electrical detection for key materials.
- Development- Change Point Analysis
Skill : Python · R · Shiny · HTML · CSS · Javascript · machine learning
Education
Sep 2012 - Jun 2016
Fu Jen Catholic University
Department of Statistics and Information Science
Skills
Programming
Python
R
Spark
R shiny
SAS
HTML
CSS
Javascript
Database
My SQL
MS SQL Server
SQLite
IMPALA
HIVE
Azure Kusto (KQL)
Big Query
Data Analytics Tools
Tableau
Power BI
Looker
Databricks
Azure dashboard
SPSS
Google Analytics
Google Search Console