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4-6 years
6-10 years
10-15 years
More than 15 years
Manager @GOMAJI 夠麻吉2017 ~ Present
・
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi. (2) Achievement: Boosted customer conversion rates by 2% through
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
・
Management Information Systems, General
Past
Mobile App Developer @Apple Inc.2014 ~ Present
・
Lead Infrastructure Engineer
Within two months
for performance and scalability. Developed databases that supported Web applications and Web sites. Developed system interaction and sequence diagrams. Big Data Engineer • Freelancer JuneJuly 2023 Built machine learning models using TensorFlow and Scikit-Learn libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Data Engineer @TSMC 台積電2022 ~ Present
・
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
・
網路學習科技研究所
Data Engineer @Groundhog Technologies Inc.2021 ~ 2024
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Vel Tien-Yun Wu I bring 5 years of hands-on experience in data engineering and software development, with a focus on building scalable data processing systems utilizing Hadoop, Spark, Kafka and Docker. My expertise in developing efficient ETL pipelines has been fundamental in optimizing data workflows for various data warehouses, enhancing data integrity and availability. My track record includes managing high-volume data pipelines, automating scheduling processes to improve operational efficiency, and deploying monitoring solutions that have reduced Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
・
Information Management
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技2022 ~ 2023
・
資料科學家、資料科學工程師、機器學習工程師
Within one month
in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
・
大氣科學所
Past
Data Engineer @BUBBLEYE | We're hiring!2021 ~ 2022
・
Software Enginer
Within two months
陳昭儒(Chao-Ju Chen) Github [email protected] Education National Taiwan University Bachelor’s Degree, Electrical Engineering 2012 ~ 2017 Project Highlights Aggregating Files in one ETL, output 60B row to Data Warehouse Input :gzipped files(200GB in total) Task : Loading columns with values parsed from each gzipped file name. Wrote to BigQuery existing table(specific schema) in parallel. Tool: GCP Dataflow(Hosted Serverless Apache Beam) Result : The job took 40min to finish. Machine Type: n1-standard-1(1 vcpu, 3.75GB memory) Autoscaled up to 122 workers at peak. The data
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
電機工程學系
Functional Application @PT Sinergi Informatika Semen Indonesia (SISI)2023 ~ Present
・
Data Engineer
Within one month
Viky Aji Siswantoro Gresik, East Java, [email protected] Viky Aji Siswantoro As a skilled data engineer with expertise in Python programming, data engineering, data analysis, machine learning, and data visualization with Tableau, I offer a comprehensive set of skills to tackle complex data challenges . With a background in data engineering, I have the ability to design, build, and maintain data pipelines, ensuring efficient and accurate data processing. I am proficient in using Python to implement scalable and reliable solutions, leveraging frameworks and libraries such as Pandas and NumPy. In addition to my data engineering
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Universitas Muhammadiyah Gresik
・
InformaticsData Scientist @Delta Electronics, Inc. (台達電子工業 股份有限公司)2023 ~ Present
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立交通大學（National Chiao Tung University, NCTU)
・
Computer/Information Technology AdministrationGeographic Information System Specialist @Thiess2023 ~ Present
・
GIS Specialist
Within two months
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
Diponegoro University
・
Geological/Geophysical Engineering
Past
Technical Lead Backend Developer @PT. XL Axiata Tbk2022 ~ Present
・
Project Lead / Tech Lead / Team Lead / Technical Manager
Within three months
API) and Microservices. Management Information System (MIS) • PT. XL Axiata Tbk AugustFebruary 2016 Create reporting, evaluate dashboards, and develop KPI reports. Additional increasing fluency in artificial intelligence and product life cycle analysis. assist the sales team in determining products that customers are interested in, through sales data analysis. increase sales by 10% by looking at previous sales data. DBA Consultant IBM SolidDB at Telkomsel • PT Anugrah Teknologi Indonesia JulyAugustInstallation of IBM Soliddb version 6.5 and 7.0 based on Linux (RHEL 5) -Configuring IBM Soliddb to synchronize two machines (Primary - Secondary
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
State University of Jakarta (Universitas Negeri Jakarta)
・
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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.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Data Scientist, Information Analyst, Data Analyst
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, EdTech
Work experience
2-4 years work experience (1-2 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Languages
Indonesian
・
Native or Bilingual
English
・
Native or Bilingual
Chinese
・
Fluent
Job search preferences
Positions
Data Analyst 數據分析師 / Data Scientist 資料科學家
Job types
Full-time
Locations
Taiwan, Indonesia
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立臺北大學 National Taipei University
Major
Statistics
Felicia Wongso 王佩霞
Data Analyst
Statistics student @ N'tl Taipei Univ.
Taipei, Taiwan
A proactive problem-solver with 1+ years of data analytics experience
I am highly passionate about data and its applications. In the past, I have collaborated with international teams within the EdTech and R&D fields. With expertise in statistics, I have assisted in translating data into valuable insights and building prediction models with up to 75% accuracy. Moreover, I am an avid learner and have self-learned Python, SQL, and Power BI in the past year alone. My goal is to put my knowledge to good use and impact the world.
[email protected] • (+886) 938-988-325 • • 中文版
Skills
Tools
- R
- Python
- SAS
- MySQL
- Power BI
- HTML, CSS
Hard Skills
- Data Analysis
- Data Cleansing
- EDA, Data Visualization
- Data Mining
- Machine Learning
- Web Scraping
Language
- English — Bilingual proficiency (TOEIC: 955)
- Indonesian — Native
- Chinese — Advanced (7+ years)
Work Experience
Product Management Intern • QTCOMM Inc. 酷堤康科技股份有限公司
July 2022 - Present
• Develop functions of a travel app, calculate price models, and assist in designing its UI.
• Conduct market research and competitor analysis, explore potential paint points and provide innovative solutions.
• Perform application-wide software testing and optimize the user experience.
Research Assistant • Institute for Information Industry 財團法人資訊工業策進會
January 2022 - June 2022
- Research graduate flow trends of domestic and international students through journals, papers, and government longitudinal studies.
- Analyze, process, and visualize research datasets containing 7,500 variables and 12,000 observations using SAS and Power BI.
- Generate analytical reports on PowerPoint to present research findings.
Data Science Trainee • Institute for Information Industry 財團法人資訊工業策進會
- Developed an AI mock-interview web platform to analyze and predict interview performance while leading an international team of 4.
- Analyzed and performed feature engineering on video, audio, and text data using digital signal processing, Fourier transformation, and NLP.
- Built and trained prediction models using machine learning (scikit-learn) with a 75% accuracy and established the platform's web framework using Python (flask).
- Milestones:
- Winner of "Excellence Award" at the 2021 DIGI+ x TCA Global Talent Award
- Presented a research paper on the mock-interview platform at IEEE International Conference on Information and Education Technology (ICIET 2022)
Data Science Intern • Sensay Ltd.
June 2021 - September 2021
Sensay is a speech-based startup aiming to boost students' confidence in speaking English.
- Researched local and international English assessments, and developed an automated English speaking assessment product.
- Collaborated with an international team in a fast-paced startup environment to develop product models with a 72% accuracy using web crawling and NLP techniques in Python.
- Performed statistical analysis and diagnostics using R to maintain the reliability and validity of existing products, and identified key metrics for product development.
Education
National Taipei University 國立臺北大學
Major in Statistics | 2018 - 2022
- GPA: 3.9/4
- Certifications:
- Non-Degree Bachelor Program in Big Data and Data Mining
- Non-Degree Bachelor Program in Statistical Computing
- Non-Degree Bachelor Micro-Program in Artificial Intelligence
- Micro Certificate Program for Advanced English for General Purposes (A-EGP)
- Organizations: Public Information Director at Overseas Chinese and Foreign Student Association
Other Experiences
International Conference
- Presented and published at IEEE International Conference on Information and Education Technology (ICIET 2022).
- Paper title: An AI Mock-Interview Platform for Interview Performance Analysis
Competition
- Winner of "Excellence Award" at 2021 DIGI+ x TCA Global Talent Award
- Project title: Training and Development of Learning Platform Data Model
Student Association
Served as the Public Information Committee at NTPU Overseas Chinese and Foreign Student Association.
YouthRocks Career Planning Bootcamp
Attended a two-day workshop revolving around career building and the startup industry.
Certifications
Complete Python Developer in 2022: Zero to Mastery
Zero to Mastery Academy
2021.12 | 🔗Certificate link
Big Data Analytics: Business Applications and Strategic Decisions
National Taiwan University
2021.11 | 🔗Certificate link
Recommendations
Caren Chen
Founder @ Sensay
Felicia was our data science intern in 2021 and still helps Sensay out occasionally because we simply adore her. I could not recommend a young talent more! Her advanced statistical analysis and extensive research helped us tremendously in our product development. If anyone is hiring in the areas of data science/research analysis, you’ll definitely want to speak with Felicia!
Projects
Tools: Python, R
Mood Classification of Popular Music
This project is currently in progress.
Our goal is to categorize songs using "mood" rather than "genre" to make it more intuitive and easier for listeners to identify the song they want to listen to.
- Web crawling using various APIs to collect song data.
- Build a predictive model to detect moods in songs through audio and lyric data, and use technologies such as NLP and machine learning.
AI Mock Interview Platform
This platform helps job seekers understand their interview performance and enhance their interview skills.
- First, the platform collects and analyzes the user's facial expressions, body, voice, and semantic features using digital signal processing and NLP.
- Next, we use machine learning models to evaluate the user's interview performance.
- Last, the platform produces a quantitative report immediately after the user completes the mock interview.
Tools: Python, HTML, CSS, JavaScript
Felicia Wongso 王佩霞
Data Analyst
Statistics student @ N'tl Taipei Univ.
Taipei, Taiwan
A proactive problem-solver with 1+ years of data analytics experience
I am highly passionate about data and its applications. In the past, I have collaborated with international teams within the EdTech and R&D fields. With expertise in statistics, I have assisted in translating data into valuable insights and building prediction models with up to 75% accuracy. Moreover, I am an avid learner and have self-learned Python, SQL, and Power BI in the past year alone. My goal is to put my knowledge to good use and impact the world.
[email protected] • (+886) 938-988-325 • • 中文版
Skills
Tools
- R
- Python
- SAS
- MySQL
- Power BI
- HTML, CSS
Hard Skills
- Data Analysis
- Data Cleansing
- EDA, Data Visualization
- Data Mining
- Machine Learning
- Web Scraping
Language
- English — Bilingual proficiency (TOEIC: 955)
- Indonesian — Native
- Chinese — Advanced (7+ years)
Work Experience
Product Management Intern • QTCOMM Inc. 酷堤康科技股份有限公司
July 2022 - Present
• Develop functions of a travel app, calculate price models, and assist in designing its UI.
• Conduct market research and competitor analysis, explore potential paint points and provide innovative solutions.
• Perform application-wide software testing and optimize the user experience.
Research Assistant • Institute for Information Industry 財團法人資訊工業策進會
January 2022 - June 2022
- Research graduate flow trends of domestic and international students through journals, papers, and government longitudinal studies.
- Analyze, process, and visualize research datasets containing 7,500 variables and 12,000 observations using SAS and Power BI.
- Generate analytical reports on PowerPoint to present research findings.
Data Science Trainee • Institute for Information Industry 財團法人資訊工業策進會
- Developed an AI mock-interview web platform to analyze and predict interview performance while leading an international team of 4.
- Analyzed and performed feature engineering on video, audio, and text data using digital signal processing, Fourier transformation, and NLP.
- Built and trained prediction models using machine learning (scikit-learn) with a 75% accuracy and established the platform's web framework using Python (flask).
- Milestones:
- Winner of "Excellence Award" at the 2021 DIGI+ x TCA Global Talent Award
- Presented a research paper on the mock-interview platform at IEEE International Conference on Information and Education Technology (ICIET 2022)
Data Science Intern • Sensay Ltd.
June 2021 - September 2021
Sensay is a speech-based startup aiming to boost students' confidence in speaking English.
- Researched local and international English assessments, and developed an automated English speaking assessment product.
- Collaborated with an international team in a fast-paced startup environment to develop product models with a 72% accuracy using web crawling and NLP techniques in Python.
- Performed statistical analysis and diagnostics using R to maintain the reliability and validity of existing products, and identified key metrics for product development.
Education
National Taipei University 國立臺北大學
Major in Statistics | 2018 - 2022
- GPA: 3.9/4
- Certifications:
- Non-Degree Bachelor Program in Big Data and Data Mining
- Non-Degree Bachelor Program in Statistical Computing
- Non-Degree Bachelor Micro-Program in Artificial Intelligence
- Micro Certificate Program for Advanced English for General Purposes (A-EGP)
- Organizations: Public Information Director at Overseas Chinese and Foreign Student Association
Other Experiences
International Conference
- Presented and published at IEEE International Conference on Information and Education Technology (ICIET 2022).
- Paper title: An AI Mock-Interview Platform for Interview Performance Analysis
Competition
- Winner of "Excellence Award" at 2021 DIGI+ x TCA Global Talent Award
- Project title: Training and Development of Learning Platform Data Model
Student Association
Served as the Public Information Committee at NTPU Overseas Chinese and Foreign Student Association.
YouthRocks Career Planning Bootcamp
Attended a two-day workshop revolving around career building and the startup industry.
Certifications
Complete Python Developer in 2022: Zero to Mastery
Zero to Mastery Academy
2021.12 | 🔗Certificate link
Big Data Analytics: Business Applications and Strategic Decisions
National Taiwan University
2021.11 | 🔗Certificate link
Recommendations
Caren Chen
Founder @ Sensay
Felicia was our data science intern in 2021 and still helps Sensay out occasionally because we simply adore her. I could not recommend a young talent more! Her advanced statistical analysis and extensive research helped us tremendously in our product development. If anyone is hiring in the areas of data science/research analysis, you’ll definitely want to speak with Felicia!
Projects
Tools: Python, R
Mood Classification of Popular Music
This project is currently in progress.
Our goal is to categorize songs using "mood" rather than "genre" to make it more intuitive and easier for listeners to identify the song they want to listen to.
- Web crawling using various APIs to collect song data.
- Build a predictive model to detect moods in songs through audio and lyric data, and use technologies such as NLP and machine learning.
AI Mock Interview Platform
This platform helps job seekers understand their interview performance and enhance their interview skills.
- First, the platform collects and analyzes the user's facial expressions, body, voice, and semantic features using digital signal processing and NLP.
- Next, we use machine learning models to evaluate the user's interview performance.
- Last, the platform produces a quantitative report immediately after the user completes the mock interview.