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4-6 years
6-10 years
10-15 years
More than 15 years
Past
資深前端工程師 @比房科技2022 ~ 2024
・
Frontend developer.
Within one month
establishment of design guidelines. Tech Stack: Vue3, Pinia, Vuex, Cypress, Typescript, Google analytics, Google Tag Management, Chrome Extention, Leaflet Map Senior Backend Engineer AD POST | 2021/Q/Q2 Development of a new product using Laravel and AWS-related frameworks and technologies. Developed new features while simultaneously evaluating the benefits of development, thereby enhancing the company's internal efficiency and market-facing capabilities. Tech Stack: Aws, Laravel, PHP, Google analytics, Google Tag, Google Ads Freelance/others 2020/Q/Q2 Planned, developed, and conducted business development from scratch, culminating in the launch of my
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
暨南大學
・
電機工程
Inside Sales Business Development @TDCX Malaysia2021 ~ Present
・
主管職
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
生物產業傳播暨發展學系
Past
Design Lead @Moneybook Co,. Ltd. 睿元國際股份有限公司2022 ~ 2023
・
Lead Designer, Senior Product Designer, Design Manager
Within one month
best quality of UX design. Design Manager • Gogolook 七月六月 2021 Managing and leading the product design team for: Whoscall Android, Whoscall iOS, Call Defender, Roo.cash Responsibility - Managing 6 product designers in different scrum teams. - Providing perspectives for the product roadmaps and strategies. - Evaluating the design capacity to put designers in the right place. - Mentoring designers to make bigger impacts on the company. - Reviewing designers’ performance for half-yearly review. Senior Product Designer • Gogolook(whoscall) 六月六月Responsible for the new feature and redesigned the iOS ..
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
樹德科技大學（Shu-Te University）
・
生活產品設計
VP of sales @Rongxin Technology Taiwan office2020 ~ Present
・
國內/外業務人員/主管
Within one month
such as Apple, Innolux, ROE, AUO, Wintek ; Resulted in great revenue increased and profit in Led the developed and implementation of annual Great China sales and marketing plans that resulted in consistent sales increase. This growth resulted in a long term channel for continual sales growth. Experienced in evaluating and creating budgets and profit & loss statements, with an exceptional understanding of how to bring profitability and success to an organization Experienced in various kinds of mechanical products such as thermal modules, laptop hinges, locks, latches, screws, functional cosmetic products and materials converting that knowledgeable about their processes and
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
Chung Hua University
・
Mechanical Engineering
Software engineer @SingularWings Medical.2019 ~ Present
・
Software Engineer
Within one month
In-house algorithm testing programsBuilding multiple custom service applications (e.g., IRB offline data collection program, production signal monitoring program) - Maintaining routine program bug fixes. - Utilizing Scrum for team collaboration and development process management - Using Git for program version control / writing development documents / introducing and evaluating new technologies - Managing application feedback using Google Analytics Project intern 工業技術研究院 服務科技系統中心 • MarAug 2019 【Service System Technology Center】 Participated in health and fitness program projects, developing exercise-related applications, and assisting with project routine tasks.
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Kaohsiung Medical University 高雄醫學大學
・
Medical InformaticsData Entry and Collection @Grab2022 ~ Present
・
Administrative, Administrasi, Administrasi Specialist, Administration, Administration Office, Staff Administrasi, Data Entry, Data Clerk, Data Entry Specialist, Data Clerk Specialist, Front Office Staff, Front Office Specialist
Within one month
Employed
・
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Universitas Nasional (UNAS)
・
Korean Language
Asset & Facilities Management Officer @PT Dirgantara Indonesia (Indonesian Aerospace)2018 ~ Present
・
Data Analyst, Budget/Cost Controller, Performance Management
Within one month
Kerja Asset & Facilities Management Officer • PT Dirgantara Indonesia (Indonesian Aerospace) FebruariPresent Manage asset databases, conduct asset inventories, and carrying out asset write-offs and disposals. I also had the opportunity to be assigned as Division Level Budget Controller: Prepare division's expenditure and investment budget planning. Monitor and evaluating expenditures and providing guidance or directives in case of budget deviations. Collect, Process and analyze historical expenditures data for budget planning. KPI Coordinator: Develop department-level KPIs based on divisional KPIs to align with the company's strategic objectives. Provide guidance on personal KPI reporting, and
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Universitas Widyatama
・
Business Management - FinancePast
Team Leader @TaskUs 美商泰優股份有限公司台灣分公司2018 ~ Present
・
Team Leader
Within two months
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
淡江大學 Tamkang University
・
法文
Offline
Offline
Past
Senior Data Analyst @趨勢科技2022 ~ Present
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
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 AprOct 2020 Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performa...
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
・
統計資訊學系
Senior Account Manager @360 Saga - PR & Event Activation2019 ~ Present
・
Within one month
Generate and analyze reconciliation reports for transparency and audit purposes. • Process settlement instructions received from clients in adherence to industry standards. Communicate with counterparties to confirm transaction details and facilitate smooth settlements. Interface with clearinghouses and settlement systems for the efficient transfer of securities and funds. • Evaluating and monitoring the process of all internal reports that are in the Operational Bank and Fintech. • Submission of Laporan Antasena submitted by regulators according to the form related to credit with the bank's operations. • Oversee all the working process including regulation and supporting system / infrastructure
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Universitas Prof. Dr. Moestopo (Beragama)
・
International Relations and National Security StudiesThe 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
Ready to interview
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 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL, R, Python and data analytics tools.
Data Scientist, Data Analyst
Taipei, Taiwan
0923126227
Work Experience
Sr. Data Analyst • TrendMicro
Nov 2022 - Now
- Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard.
- Cross app data tracking and user journey analysis.
- VisionOne customers 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
Data Analyst • CADMEN
July 2016 - Jan 2018
- Assist customers to collect data, build analytics model, data visualization and establish customized online dashboard.
- Regularly conduct seminar,technical conferences and employee orientation.
- Assist SAS consultant to do POC.
- ITRI , Electronic and Optoelectronic System Research Lab - SAS consultant.
- SPC and Root Cause Analysis System - The cooperative company is the top 20 electronic components supplier in Taiwan. The company’s main products are CPU heat sinks, fans and blowers, cooling. This project cooperates with QC department and System Thermal BU to help them collect and integrate multi-data table(production data, maintenance report , production order),develop ETL pipeline and customized online dashboard.
Skill : Python · R · Shiny · HTML · CSS · Javascript · SAS · JMP · 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)
Data Analytics Tools
Tableau
Power BI
Data Studio
Databricks
Azure dashboard
SPSS
Google Analytics
Google Search Console
Cathy Chen
Sr. Data Analyst
Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL, R, Python and data analytics tools.
Data Scientist, Data Analyst
Taipei, Taiwan
0923126227
Work Experience
Sr. Data Analyst • TrendMicro
Nov 2022 - Now
- Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard.
- Cross app data tracking and user journey analysis.
- VisionOne customers 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
Data Analyst • CADMEN
July 2016 - Jan 2018
- Assist customers to collect data, build analytics model, data visualization and establish customized online dashboard.
- Regularly conduct seminar,technical conferences and employee orientation.
- Assist SAS consultant to do POC.
- ITRI , Electronic and Optoelectronic System Research Lab - SAS consultant.
- SPC and Root Cause Analysis System - The cooperative company is the top 20 electronic components supplier in Taiwan. The company’s main products are CPU heat sinks, fans and blowers, cooling. This project cooperates with QC department and System Thermal BU to help them collect and integrate multi-data table(production data, maintenance report , production order),develop ETL pipeline and customized online dashboard.
Skill : Python · R · Shiny · HTML · CSS · Javascript · SAS · JMP · 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)
Data Analytics Tools
Tableau
Power BI
Data Studio
Databricks
Azure dashboard
SPSS
Google Analytics
Google Search Console