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On
4-6 years
6-10 years
10-15 years
More than 15 years
Past
Peformance & Mental Coach @Onic Esports2019 ~ 2021
・
Marketing
Within one month
strategies, mechanics, communication, and team coordination. 4. Collaborate with the coaching staff to create a cohesive training plan that aligns with the team's overall goals and objectives. 5. Provide feedback and constructive criticism to players in a supportive manner to help them reach their full potential. 6. Analyze gameplay footage and statistics to identify areas for improvement and track progress over time. 7. Assist players in managing performance-related stress and pressure, and provide mental coaching strategies to enhance their resilience and mental toughness. 8. Stay updated on the
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Universitas Katolik Atmajaya Jakarta
・
Akuntansi
Past
Staff Software Engineer @VicOne (A subsidiary of Trend Micro)2021 ~ 2023
・
軟體工程師
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Yuan Ze University
・
Electrical Engineering (Group: Digital Technology)
產品總監 @禾亞數位科技股份有限公司2022 ~ Present
・
Product manager, Senior Product Manager, Product Director
Within one month
Functional collaboration Schedule, Cost, and Risk management Work Experience Group Product Manager HOYA BIT Ltd. | JulPresent Responsibilities Organize and drive product strategy, roadmaps, and milestones to achieve long-term goals. Iterate on web, Android, and iOS multi-platform products through research and data analysis. Conduct research for potential products to support company expansion into new business areas. Manage the product life cycle to ensure timely delivery, quality, and effectiveness tracking. Establish and manage Scrum processes, guiding the team to improve collaborative efficiency. Facilitate consensus on product priorities, documentation, and cross-departmental collaboration. Collaborate
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立台灣科技大學 National Taiwan University of Science and Technology
・
電機工程系Product Design Consultant @Freelancer2023 ~ 2024
・
UX Researcher / UIUX Designer / Product Designer
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Shih Chien University
・
B.F.A Communication Design
Inside Sales Business Development @TDCX Malaysia2021 ~ Present
・
主管職
Within one month
contact C Level Client, build quick rapport, assess needs. Execute outbound prospecting campaigns to source contact, engage prospective clients interested in evaluating GCP. Cross functional working with Marketing, CE, DA, GWS Team for multiple target. Certification－ Cloud Digital Native (Proven) Achieve 100% Quarterly sales quota according to Potential Client develop and dig out value information push to sales goal. Integrated Marketing Consultant (Hybrid) Freelance/ Taipei, Taiwan/ JuneAug 2023, 5 years 3 months Client Sources: Self Development, Brand of mouths, Self Fan Page. Work with Multiple Client on Digital Marketing by Project Base, Depends
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
Product Development Specialist @Emporium Corporation2021 ~ 2024
・
商務開發、專案管理、產品開發
Within one month
import and export via air and sea freight. Conducted product testing, coordinated import procedures, and oversaw component inspections to ensure product compliance. Represented the company during overseas business trips to the United States, South Korea, and Thailand, conducting market research both online and in physical markets to identify potential products for development. Gathered competitive intelligence and information on rival products to inform product development strategies. Adjusted product specifications and devised sales strategies based on market analysis. Developed pricing strategies and formulated marketing plans for new products. Tracked and evaluated product performance, and provided training
Unemployed
・
Ready to interview
Full-time / Remote Only
6-10 years
北九州YMCA
・
Japanese
Past
Marketing Associate @CipherLab Co., Ltd2023 ~ 2024
・
Sales and Marketing Specialist
Within one month
on Amazon, gain optimization feedback for customer review, evaluate cost and feasibility. Pre-sales • CYBERBIZ 順立智慧股份有限公司 五月十月 2022 Lead Growth: Identified prospects & grow warm leads. 200/week. Email Marketing: Created compelling content to engage potential customers, resulting in a cold email open rate of 13% and a click-to-open rate of 9%. B2B Sales Outreach: Secured one of the top key accounts within the biotech industry in 3 months. Social Media: Content generation and visual design. Webinar Coordination: Coordinated at
Unemployed
・
Ready to interview
Full-time / Not interested in working remotely
10-15 years
國立臺北大學 National Taipei University
・
Foreign Language and Applied Linguistics
Freelance Product Designer (Available for Contracts) @Self Employed2023 ~ Present
・
Senior UI/UX designer / Product designer
Within one month
Contracts) Self Employed Client: GoalsMapper - Conducted comprehensive user research to inform product and user experience directions. - Worked with stakeholders to actualize concepts, going from inception to high fidelity prototypes. - Enhanced existing products and designs through strategic improvements. Client: Zypsy - Collaborated in storyboarding and user flow ideation for potential products. - Assisted in Lo-Fi UI design work. - Researched on and assisted in various legal related work. DecemberMarch 2023 Creative Content Writer Zypsy - Successfully grew social media account followers through engaging and creative content strategies. - Developed and wrote in-depth threads and articles on various
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Tampere University
・
Human Technology InteractionOperation & Marketing Director / US & SEA Region @17LIVE Inc.2021 ~ Present
・
Marketing or Operation Manager / Director
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Birmingham City University
・
Events and Exhibition Management
Frontend Developer @Morrison Express Corp.2022 ~ Present
・
Frontend Developer
Within one month
Eason Liu Front-End Developer New Taipei City, Taiwan Focusing on leveraging the most suitable technologies to create user-centric web experiences. Overview - In my previous positions, I have worked with front-end frameworks including Vue 2, Vue 3 and React 16+, demonstrating flexibility in adapting to the development frameworks utilized by different teams, Currently working with React.js in my job. - Carefully consider potential problems and propose solutions or efficiency improvements w hen assigned a project or task. - Passionate about exploring new technologies and tackling new challenges. I diligently address issues and constantly
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
FengChia University
・
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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.
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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