CakeResume Talent Search

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Data Science Competition Participant @Self-Employed
2020 ~ Present
資料科學家
Within one month
Microsoft Office
python
machine learning
Studying
Ready to interview
Full-time / Interested in working remotely
4-6 years
National University of Singapore
Department of building
Avatar of Yuchun Lai.
Avatar of Yuchun Lai.
Past
Frontend Engineering Manager, Data Science @Vpon Big Data Group
2022 ~ 2023
Frontend Engineer, Full Stack Engineer
Within one month
pipeline with Github Actions to enforce Git Flow, ensuring product stability. 5. Utilized Jest, Cypress, and Mocks Server for comprehensive testing, ensuring product stability. Sr. Frontend Engineer, Data Science • Vpon Big Data Group MayFebruary 2022 | Taipei, Taiwan 1. Developed a large-scale data platform with data visualization and segmented downloads from scratch. 2. Utilized deck.gl and vector tiles to accurately present geographical data of millions of travelers online. 3. Developed a React UI Library with tree select, virtual table, and data chart components for large-scale data presentation.
HTML
CSS
React
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
YZU University (元智大學)
Information Communication
Avatar of 陳勤霖.
Avatar of 陳勤霖.
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
學腦科學實驗室 1. 神經電生理訊號分析、神經細胞追蹤分析,與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或
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 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
/對戰 遊戲測試 - 統整和回報專案和測試進程 - 自動下注驗證RTP分布機率是否正常 - 協助計算遊戲機率和賭場優勢 Rooit inc., Data Engineer, Jan 2023 ~ Oct 2023 Python/MongoDB/Business Analysis/Data Analysis/Bigquery/Redis/Tableau/Neo4J/Flask - 利用Python爬取大陸論壇的人物照片擷取可用5000張圖片進行推
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 moh yanni fikri.
Avatar of moh yanni fikri.
Past
Electrical Maintenance @PT. Pabrik Kertas Tjiwi Kimia Tbk.
2021 ~ 2023
Engineer
Within one month
in preparation for when there is a tool has problem or automation project Education Politeknik Perkapalan Negeri Surabaya Automation Engineering,GPASkill Preventive Maintenance ( Preparing weekly, monthly summary, and exception reports ) AC / DC Drive Wiring Diagram ( AUTOCAD, EPLAN P8 Electrical ) PLC and HMI Programming SCADA, Power Inverter Project and People Management Electrical Troubleshooting Computerized Maintenance Management Systems (CMMS) Data Analysis and Visualization Machine Learning Certification Data Science and Machine Learning - Purwadhika Digital Technology SchoolPurwadhikaSystem 800xA with AC 800M Hardware Maintenance and Troubleshooting - ABBInstrument Inspector level 2 - Inspector TrainingInstrument Inspector level 1 - Inspector TrainingPLC Intermediate Engineer - PPNSIndustrial Automation System Design - BNSP
Data Science
Python
Machine Learning
Unemployed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Politeknik Perkapalan Negeri Surabaya
Automation Engineering
Avatar of 吳俊瑩.
Avatar of 吳俊瑩.
Past
Industrial Engineer @鴻海精密工業股份有限公司
2019 ~ 2023
Data Analyst 數據分析師 / Data Scientist 資料科學家
Within one month
吳俊瑩 Dani el 資料科學家/ AI專案管理/ IE工程師 ·4年網通智能製造經驗,負責工業4.0數位轉型專案 ·統計背景、對數字高度敏銳,能夠有效運用數據 ·思緒縝密、規劃能力強,領導團隊朝目標推進 ·積極主動、學習能力佳,持續吸收新知識 danielwu0221@protonmail
python
R
SAP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北大學 National Taipei University
經濟學
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
and preparedness for sophisticated analytics and reporting. Utilized Databricks and Airflow to run extensive data profiling tasks, analyzing data patterns and identifying potential quality issues before they reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest quality benchmarks. MLOps / Machine Learning / Data Science Utilized Databricks to build a LightGCN-based recommendation system, fine-tuning for precise content delivery. Monitored model versions with MLflow, ensuring continuous integration. Seamlessly merged our recommendation
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
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
分割): - Bronze medal (team): (Kaggle) Understanding Clouds from Satellite Images: Can you classify cloud structures from satellites? 2019/11/19 GAN (影像生成): - Bronze medal (solo): (Kaggle) Generative Dog Images: Experiment with creating puppy pics, 2019/08/29 Experience: .10/2020- Ittraining data science lecturer .08/2019- Data science lecturer for ITRI's AI vocational training class/ AI training lecturer for Taiwan water resources and agriculture research institute. .08//2019 Assistant professor/head to the department of cosmetic science and application, and department of environmental engineering
nlp-rasa
recommender system
pytorch tensorflow
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of the user.
Avatar of the user.
Data 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
Data Engineering
Apache Spark
Data Science
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 Administration
Avatar of the user.
Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
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Adaptability
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Within one month
雲端資料工程師
Logo of 域動行銷股份有限公司.
域動行銷股份有限公司
2023 ~ Present
台灣新北市
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Data Engineer, Big Data Engineer, System Architecture
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data
Work experience
More than 15 years work experience (4-6 years relevant)
Management
I've had experience in managing 15+ people
Skills
git
hadoop ecosystem
MongoDB
MySQL
django
Flask(Python)
AWS
django rest framework
PostgreSQL
Python
Azure
Languages
English
Intermediate
Job search preferences
Positions
雲端工程師,雲端架構師,數據架構師
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
Freelance
No
Educations
School
輔仁大學
Major
圖書資訊
Print

CHEN, PING-HUNG

       陳    柄   宏

Cloud Data Engineer

  New Taipei City, Taiwan

I hold certifications for both AWS and Azure platforms, and have been continuously deepening my knowledge in cloud computing. I am skilled in using Python programming language for data science-related tasks and automation operations. I have participated in big data projects such as smart transportation and real estate prediction, and I aspire to not only leverage my current skillset but also to be part of a team that encourages learning and growth for future development.

    

(886) 0958175322

[email protected]

Skills

Python

Program writing, implementation of crawlers and data cleaning operations.

MongoDB

Ability to build and maintain a distributed storage system, complete the implementation of Replica and Sharding architecture, be familiar with the use of Mongo shell, and write server-side javascript.

MySQL

Familiar with MySQL database usage, model design, SQL syntax optimization.

PostgreSQL

Familiar with PostgreSQL database usage, model design, SQL syntax optimization.

Pandas

Familiar with Pandas ETL operations and data visualization.

Git

Familiar with using Git to manage code version control. with using Git to manage code version control.

Spark

Familiar with Pyspark ETL operations.

Azure

Hold Azure Administrator Associate and Data Enginner license

AWS

Hold AWS Certified Solutions Architect – Associate license.

Education

2003 - 2007

Fu Jen Catholic University

Department of Library and Information Science

2016 - 2017

BigData Analyst Class(AB106)

coding bootcamp(Institute for Information Industry)

Experience

Feb 2023 - Apr 2023

Solutions Architect

CKmates

Responsible for AWS cloud architecture  and solution design.

Apr 2022 - Jan 2023

Cloud Data Engineer

SinYi Realty Inc.

Responsible for Azure cloud architecture  and Data  ETL Pipeline development and management.

Jan 2019 - Apr 2022

Backend Engineer

AnFu Solutions Inc.

Responsible for AWS cloud environment management and architecture, ETL data cleaning, and Python API development.

Project experience:

  1. House+:
    • Data cleaning process management, using Elastic Beanstalk in the AWS cloud environment to establish a data cleaning process pipeline.
    • Model training process management, using Elastic Beanstalk in the AWS cloud environment to establish a model training process pipeline.
    • Web crawler writing, writing web crawlers, collecting public information on the Internet, as supplementary data for model training.
  2. AWS cloud environment management and architecture:
    • Architect and optimize the AWS cloud environment, reconstruct VPC, reduce usage costs, and improve security.
    • Assist the company to obtain ISO 27001 information security international certification.
    • Use work experience and self-study to obtain AWS SAA Architect certification.
    • Invited to be the corporate speaker of the AWS Taipei Summit 2021.
  3. Government projects:
    • Taipei City Road Rate Website Development Project, responsible for overall website reconstruction and optimization.
    • New Taipei City automated valuation website development project, responsible for overall website development and maintenance.
    • Ministry of the Interior Periodic Housing Price Index Case, responsible for data ETL operations
    • Taipei city cadastral data research case, responsible for data ETL operations.
    • Tainan city cadastral data research case, responsible for data ETL operations.
    • New Taipei City cadastral data research case, responsible for data ETL operations.

Jul 2018 - Jan 2019

Data Engineer

InfiArk Inc.

Responsible for MongoDB massive data storage architecture and construction, AWS and Azure cloud platform management operations, backend API writing (Python Flask), and overall planning and architecture of the project system.

Project experience:

  1. The Taipei City Government’s transportation demonstration project :
    • Responsible for the construction of the data storage system of the forecasting system, and establish a fast response and stable system with MongoDB (Sharding) and MySQL (AWS).
  2. Car navigation system optimization case:
    • Data ETL operation (average 30 memos per month), a total of about 3Tib data volume per year, after the data is cleaned up, put it into the MongoDB cluster, implement 7 data partitions in the sharding way, to ensure that the data access response time can be 0.03 -Complete within 0.05 seconds.
    • Car speed real-time data prediction and timely data interface, design and complete the overall process of output prediction after the vehicle speed and real-time data interface (use the first 2 hours of data to predict, 15 minutes after the prediction, response time 1 minute)
    • Responsible for the establishment of all related services in Azure and AWS cloud. This project is built in Azure services.
    • Design and build a real-time data forecasting system for vehicle speed, and take the lead from the use of tools to platform architecture, the use of cloud service machine specifications, overall data growth estimation, forecasting process and resource evaluation.
  3. Medical disease prediction case:
    • Disease prediction API writing, users can input health check data through this API, and real-time query disease incidence rates online.
    • Use Nginx + Uwsgi to build API Server.

Jun 2017 - Nov 2017

Data Engineer

Blue Technology Inc.

Responsible for Python programming, MongoDB cluster database construction and maintenance, Spark computing cluster construction and development.
Project experience:
1. Concept verification of MongoDB and Spark big data analysis platform architecture

Jul 2007 - Dec 2016

Professional soldier

CGA

Served as a judicial police officer in the CGA, responsible for shore and sea patrols and investigations.

Certification

Resume
Profile

CHEN, PING-HUNG

       陳    柄   宏

Cloud Data Engineer

  New Taipei City, Taiwan

I hold certifications for both AWS and Azure platforms, and have been continuously deepening my knowledge in cloud computing. I am skilled in using Python programming language for data science-related tasks and automation operations. I have participated in big data projects such as smart transportation and real estate prediction, and I aspire to not only leverage my current skillset but also to be part of a team that encourages learning and growth for future development.

    

(886) 0958175322

[email protected]

Skills

Python

Program writing, implementation of crawlers and data cleaning operations.

MongoDB

Ability to build and maintain a distributed storage system, complete the implementation of Replica and Sharding architecture, be familiar with the use of Mongo shell, and write server-side javascript.

MySQL

Familiar with MySQL database usage, model design, SQL syntax optimization.

PostgreSQL

Familiar with PostgreSQL database usage, model design, SQL syntax optimization.

Pandas

Familiar with Pandas ETL operations and data visualization.

Git

Familiar with using Git to manage code version control. with using Git to manage code version control.

Spark

Familiar with Pyspark ETL operations.

Azure

Hold Azure Administrator Associate and Data Enginner license

AWS

Hold AWS Certified Solutions Architect – Associate license.

Education

2003 - 2007

Fu Jen Catholic University

Department of Library and Information Science

2016 - 2017

BigData Analyst Class(AB106)

coding bootcamp(Institute for Information Industry)

Experience

Feb 2023 - Apr 2023

Solutions Architect

CKmates

Responsible for AWS cloud architecture  and solution design.

Apr 2022 - Jan 2023

Cloud Data Engineer

SinYi Realty Inc.

Responsible for Azure cloud architecture  and Data  ETL Pipeline development and management.

Jan 2019 - Apr 2022

Backend Engineer

AnFu Solutions Inc.

Responsible for AWS cloud environment management and architecture, ETL data cleaning, and Python API development.

Project experience:

  1. House+:
    • Data cleaning process management, using Elastic Beanstalk in the AWS cloud environment to establish a data cleaning process pipeline.
    • Model training process management, using Elastic Beanstalk in the AWS cloud environment to establish a model training process pipeline.
    • Web crawler writing, writing web crawlers, collecting public information on the Internet, as supplementary data for model training.
  2. AWS cloud environment management and architecture:
    • Architect and optimize the AWS cloud environment, reconstruct VPC, reduce usage costs, and improve security.
    • Assist the company to obtain ISO 27001 information security international certification.
    • Use work experience and self-study to obtain AWS SAA Architect certification.
    • Invited to be the corporate speaker of the AWS Taipei Summit 2021.
  3. Government projects:
    • Taipei City Road Rate Website Development Project, responsible for overall website reconstruction and optimization.
    • New Taipei City automated valuation website development project, responsible for overall website development and maintenance.
    • Ministry of the Interior Periodic Housing Price Index Case, responsible for data ETL operations
    • Taipei city cadastral data research case, responsible for data ETL operations.
    • Tainan city cadastral data research case, responsible for data ETL operations.
    • New Taipei City cadastral data research case, responsible for data ETL operations.

Jul 2018 - Jan 2019

Data Engineer

InfiArk Inc.

Responsible for MongoDB massive data storage architecture and construction, AWS and Azure cloud platform management operations, backend API writing (Python Flask), and overall planning and architecture of the project system.

Project experience:

  1. The Taipei City Government’s transportation demonstration project :
    • Responsible for the construction of the data storage system of the forecasting system, and establish a fast response and stable system with MongoDB (Sharding) and MySQL (AWS).
  2. Car navigation system optimization case:
    • Data ETL operation (average 30 memos per month), a total of about 3Tib data volume per year, after the data is cleaned up, put it into the MongoDB cluster, implement 7 data partitions in the sharding way, to ensure that the data access response time can be 0.03 -Complete within 0.05 seconds.
    • Car speed real-time data prediction and timely data interface, design and complete the overall process of output prediction after the vehicle speed and real-time data interface (use the first 2 hours of data to predict, 15 minutes after the prediction, response time 1 minute)
    • Responsible for the establishment of all related services in Azure and AWS cloud. This project is built in Azure services.
    • Design and build a real-time data forecasting system for vehicle speed, and take the lead from the use of tools to platform architecture, the use of cloud service machine specifications, overall data growth estimation, forecasting process and resource evaluation.
  3. Medical disease prediction case:
    • Disease prediction API writing, users can input health check data through this API, and real-time query disease incidence rates online.
    • Use Nginx + Uwsgi to build API Server.

Jun 2017 - Nov 2017

Data Engineer

Blue Technology Inc.

Responsible for Python programming, MongoDB cluster database construction and maintenance, Spark computing cluster construction and development.
Project experience:
1. Concept verification of MongoDB and Spark big data analysis platform architecture

Jul 2007 - Dec 2016

Professional soldier

CGA

Served as a judicial police officer in the CGA, responsible for shore and sea patrols and investigations.

Certification