CakeResume Talent Search

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10-15 years
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Avatar of 陶俊良.
Avatar of 陶俊良.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
陶俊良 (Tao,Chun-Liang) Taipei, Taiwan Email: [email protected] Phone:I am very sensitive to data and enjoy finding inspiration and ideas from them. I am proficient in machine learning, text analysis, and recommendation systems, EVM blockchain analytics, and currently use Python as my primary programming languages. I am always open to learning new things, such as learning new data structure from blockchain. I am currently very interested in blockchain data and on-chain user segamentation. I was working in digital media, advertising (DSP, SSP, DMP platforms), gaming user analyst, blockchain
python
R
MySQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
臺灣大學
流行病學與預防醫學所 生物統計組
Avatar of the user.
Avatar of the user.
智慧製造全端開發工程師 @聯華電子股份有限公司
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Ai Application Engineer,Machine Learning Engineer,Deep Learning Engineer,Data Scientist
Within one month
Python
Qt
Git
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學 Yuan Ze University
工業工程與管理學系所
Avatar of the user.
Avatar of the user.
Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
Data Analysis
Machine Learning
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
李慕全(MuChuan Li) 畢業於國立臺北科技大學資工所,研究領域為深度學習、電腦視覺、及影像處理。在學期間致力於應用電腦視覺技術解決交通問題,擁有多項產學合作的專案開發經驗,亦在電腦視覺領域中發表過多篇學術論文,主要研究主題包含物
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of the user.
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
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of 邱義塵.
Avatar of 邱義塵.
Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
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
邱義塵 於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 建立公司測試團隊的測試流程和撰寫自動化測試程式 SDET、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 城市,TW [email protected] 工作經歷 獨角獸多媒體
Python
Data Analysis
Data Science
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
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
Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects 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
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 梁賦康 (Foo-Hong, Leong).
Avatar of 梁賦康 (Foo-Hong, Leong).
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
梁賦康 (Foo-Hong, Leong) Taoyuan City, Taiwan Email: [email protected] Tel:Skills • Languages: Python • DataBases: MySQL, SQLite • Infrastructure tools: Github • Machine learning libraries: TensorFlow, Keras, and Scikit-learn • Data visualization tools: Power BI, Seaborn and Matplotlib • Deployment: Streamlit Summary I have been working in Motor Manufacturing Industry for 8 years. My first programming was going to my Bachelor's degree, C++ was the first program I learned. Then I started to learn Python in 2018 at TEDU and my first project was the Stock Trend Prediction by CNN. I kept
Python
Power BI
Data Analytics
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of 陳奕妤.
Avatar of 陳奕妤.
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...
python
R
SQL
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
Avatar of 江易倫.
Avatar of 江易倫.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within one month
江易倫 Data Scientist | Python | SQL | NLP | GenAI 具備5年以上程式撰寫能力,擅長Python、SQL與Linux 擅長資料清洗、分析與分類貼標 具有自然語言處理與研究經驗 大型語言模型LLM及生成式AI訓練與使用經驗 RAG技術使用與知識庫建立經驗 過往研究專案 中華電信智能標籤案
Python
SQL
NLP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
資訊科學系

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Within one month
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