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Manager @GOMAJI 夠麻吉
2017 ~ Present
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
Team Lead
Management Team
Cloud Architecture
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Management Information Systems, General
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
margin of less than 3 cm. Computer Vision Body Reconstruction Stable Diffusion DApp: Exercise Classification Implemented real-time activity recognition for specified exercises, including but not limited to push-ups and squats, enabling accurate tracking and analysis of workout routines. Skeleton Detection Motion Classification Body AI: 3D Body Data Analysis Engage in a variety of AI side projects focused on leveraging 3D body data, encompassing tasks such as Body ID Recognition, Body Measurements Prediction, and Body Shape Classification. Mesh Data Processing Body Modulization: SMPL Project Engineer • Acer Inc. JanMay 2021 Working in research and development (RND
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of 王文祥.
Avatar of 王文祥.
經理 @鴻博資訊有限公司
2015 ~ Present
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Within one month
of machine learning that I have researched and become familiar with over the past year: Numpy (Numerical Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of data. Pandas (Data Analysis Library) : Pandas is an important library in Python for data analysis and data processing. It offers powerful data structures such as DataFrame and Series, making data reading, manipulation, and
Python
AOI
MES
Employed
Ready to interview
Full-time / Remote Only
10-15 years
崑工科技大學
電子工程
Avatar of Sean Wang.
Avatar of Sean Wang.
Past
資訊工程師 @六點資訊科技有限公司
2023 ~ 2024
軟體工程師
Within one month
Sean Wang Hello, I'm Sean. With over 9 years of extensive experience in software development, I excel in employing divergent thinking to address abstract client requirements and tackle various implementation challenges within systems. I specialize in integrating diverse user contexts and crafting solutions based on available resources. I enjoy analyzing the essence of things through multidimensional observation. New Taipei City, [email protected] Academic qualifications 2008//06 Chihlee University of Technology Information management Bachelor's graduation 2005//06 Ger Jyh Senior High School Data Processing Department Vocational
C# .NET Core
T-SQL
JavaScript / ES6 / jQuery
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
致理科技大學 Chihlee University of Technology
Information Management
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
2020 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a
Deep learning with TensorFlow
Translational Research
Clinical Research
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of the user.
Avatar of the user.
Asset & Facilities Management Officer @PT Dirgantara Indonesia (Indonesian Aerospace)
2018 ~ Present
Data Analyst, Budget/Cost Controller, Performance Management
Within one month
Excel
SQL Database
Data Analysis
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Universitas Widyatama
Business Management - Finance
Avatar of Vel Tien-Yun Wu.
Offline
Avatar of Vel Tien-Yun Wu.
Offline
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
Git
Python
Scala
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
Avatar of Vu Nguyen Ngoc Quang.
Avatar of Vu Nguyen Ngoc Quang.
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
Machine learning
Virtualization Technologies
Pandas Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Avatar of the user.
Front-End / Back-End / Full Stack Web Developer
Within three months
React.js
Node.js / Express.js
Mongoose/MongoDB
Unemployed
Ready to interview
Full-time / Remote Only
6-10 years
The University of Hong Kong
Computer Engineering
Avatar of 鄒適文.
Avatar of 鄒適文.
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
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學所

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Data Engineer | MS in Info Mngt at UIUC (STEM)
Logo of Groundhog Technologies Inc..
Groundhog Technologies Inc.
2021 ~ 2024
New Taipei City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Data Engineer, Python Developer, Java Developer
Fields of Employment
Big Data, Software, Information Services
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Git
Python
Scala
Machine Learning
OOP
SQL
Google Slides
Communication
Midjourney AI
GPT-4
Hadoop and Spark
Docker
docker-compose
Airflow
Linux
Tableau
Power BI
SkLearn
Seaborn
PyPlot
Languages
English
Fluent
Chinese
Native or Bilingual
Job search preferences
Positions
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Job types
Full-time
Locations
Taiwan, USA, UK, Sweden, Japan
Remote
Interested in working remotely
Freelance
Educations
School
University of Illinois at Urbana-Champaign, School of Information Sciences
Major
Information Management
Print

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 me to handle complex data analysis tasks effectively. My technical skill set is rounded out with proficiency in Python, Scala, Airflow for workflow management, Docker for containerization, and Linux shell scripting.

I have led projects that improved client procurement efficiency by 15% and increased deployment rates by 60%, demonstrating my ability to leverage data insights to drive business improvements.

With a Master's in Information Management and a Bachelor's in Economics, I possess a deep understanding of the data lifecycle, from mining and visualization to machine learning and statistical analysis, using tools like PowerBI, Seaborn, and Tableau.

My specialized skills in Time Series Analysis and Machine Learning are complemented by practical experience in data workflow management platforms, such as Airflow. I am proficient in English, which has been invaluable in my work within multidisciplinary teams, ensuring clear and effective communication.

Seeking a role as a Data Engineer or Data Analyst, I am eager to apply my technical expertise and analytical skills to contribute to meaningful projects and collaborate with a dynamic team.

  New Taipei City, Taiwan   

Work Experience

Data Engineer  •  Groundhog Technologies Inc.

July 2021 - Present

- Built and maintained data piplines (through which several hundred millions rows of data flow through daily) using Scala Spark/ Hadoop
- Managed cron jobs and performed regular data recovery using Apache Airflow
- Performed regular Extract, transform, load (ETL) operations through Hive and HDFS command line interfaces
- Utilized streaming technologies such as Kafka to store data into various pools and lakes alike

Graduate Hourly employee  •  University of Illinois at Urbana-Champaign

September 2020 - December 2020

Designed and developed student assessments/assignments for professors in
the School of Engineering, focusing on Data Management, Data Cleaning and
Scripting and Data Visualization using Python 3 and SQLite

Java Software Engineer  •  Lisco Global

April 2017 - July 2019

Java under Spring framework with JavaScript (AngularJS and jQuery), plus SQL Server, MySQL, and Amazon Web Services
Accelerated client's procurement process by 15 %
Utilized Amazon Web Services AWS EC2 for deployment and version control
Reduced bug occurrences by 60% in production
Raised bug awareness by 50% in dev/test
Obtained Professional Scrum Master I certification

Student  •  National Taiwan University

September 2010 - June 2015

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Assistant  •  Office of International Affairs

July 2012 - January 2015

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Student Ambassador  •  National Taiwan University

September 2012 - September 2014

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Education

2019 - 2021

University of Illinois at Urbana-Champaign, School of Information Sciences

Information Management

2014 - 2015

King's College London

Field of study

2010 - 2014

National Taiwan University

Economics

2007 - 2010

Taipei Municipal Jianguo High School

Field of study

Skills


  • Git
  • Python
  • Scala
  • Machine Learning
  • OOP
  • SQL
  • Google Slides
  • Communication
  • Midjourney AI
  • GPT-4
  • Hadoop and Spark
  • Docker
  • docker-compose
  • Airflow
  • Linux
  • Tableau
  • Power BI
  • SkLearn
  • Seaborn
  • PyPlot

Languages


  • English — Fluent
  • Chinese — Native or Bilingual
Resume
Profile

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 me to handle complex data analysis tasks effectively. My technical skill set is rounded out with proficiency in Python, Scala, Airflow for workflow management, Docker for containerization, and Linux shell scripting.

I have led projects that improved client procurement efficiency by 15% and increased deployment rates by 60%, demonstrating my ability to leverage data insights to drive business improvements.

With a Master's in Information Management and a Bachelor's in Economics, I possess a deep understanding of the data lifecycle, from mining and visualization to machine learning and statistical analysis, using tools like PowerBI, Seaborn, and Tableau.

My specialized skills in Time Series Analysis and Machine Learning are complemented by practical experience in data workflow management platforms, such as Airflow. I am proficient in English, which has been invaluable in my work within multidisciplinary teams, ensuring clear and effective communication.

Seeking a role as a Data Engineer or Data Analyst, I am eager to apply my technical expertise and analytical skills to contribute to meaningful projects and collaborate with a dynamic team.

  New Taipei City, Taiwan   

Work Experience

Data Engineer  •  Groundhog Technologies Inc.

July 2021 - Present

- Built and maintained data piplines (through which several hundred millions rows of data flow through daily) using Scala Spark/ Hadoop
- Managed cron jobs and performed regular data recovery using Apache Airflow
- Performed regular Extract, transform, load (ETL) operations through Hive and HDFS command line interfaces
- Utilized streaming technologies such as Kafka to store data into various pools and lakes alike

Graduate Hourly employee  •  University of Illinois at Urbana-Champaign

September 2020 - December 2020

Designed and developed student assessments/assignments for professors in
the School of Engineering, focusing on Data Management, Data Cleaning and
Scripting and Data Visualization using Python 3 and SQLite

Java Software Engineer  •  Lisco Global

April 2017 - July 2019

Java under Spring framework with JavaScript (AngularJS and jQuery), plus SQL Server, MySQL, and Amazon Web Services
Accelerated client's procurement process by 15 %
Utilized Amazon Web Services AWS EC2 for deployment and version control
Reduced bug occurrences by 60% in production
Raised bug awareness by 50% in dev/test
Obtained Professional Scrum Master I certification

Student  •  National Taiwan University

September 2010 - June 2015

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Assistant  •  Office of International Affairs

July 2012 - January 2015

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Student Ambassador  •  National Taiwan University

September 2012 - September 2014

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Education

2019 - 2021

University of Illinois at Urbana-Champaign, School of Information Sciences

Information Management

2014 - 2015

King's College London

Field of study

2010 - 2014

National Taiwan University

Economics

2007 - 2010

Taipei Municipal Jianguo High School

Field of study

Skills


  • Git
  • Python
  • Scala
  • Machine Learning
  • OOP
  • SQL
  • Google Slides
  • Communication
  • Midjourney AI
  • GPT-4
  • Hadoop and Spark
  • Docker
  • docker-compose
  • Airflow
  • Linux
  • Tableau
  • Power BI
  • SkLearn
  • Seaborn
  • PyPlot

Languages


  • English — Fluent
  • Chinese — Native or Bilingual