CakeResume Talent Search

Advanced filters
On
4-6 years
6-10 years
10-15 years
More than 15 years
Full-time
Avatar of 宋浩茹 Ellie Sung.
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
reducing parameter training volume to 2% , decreasing memory usage by 70%, and increasing training speed by 25%. Architecture Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ G itHub ] Graduate Research Assistant OctOct 2023 Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) Publication: Published in ACM CIKMSequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models . [ Paper | GitHub ] Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6
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 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
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
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 Dan Shao.
Avatar of Dan Shao.
Past
Senior Product Growth Manager @SOSV
2018 ~ 2023
Product Manager / Product Growth
Within one month
and honed my skills in dynamic tech stacks. As a seasoned product manager, I've successfully navigated the intersection of user needs and technical innovation, steering product strategies for optimal growth. From leading software teams at IBM to co-founding a startup that delved into machine learning and natural language processing, I bring a unique blend of technical prowess, product expertise, and entrepreneurial flair. My expertise in growth hacking working with early stage startups around the world involves leveraging lean startup methodologies and data-driven decision-making to drive business success. I'm excited to bring
Golang
Javascript
Perl
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Quantic School of Business and Technology
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)
數位內容
Avatar of William Chao.
Avatar of William Chao.
Android Team Lead @104 Corporation
2018 ~ Present
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Within two months
incorporating: - A clean architectural approach - Integration with Firebase services - Support for the latest Android features ensuring scalability for future organizational growth - Successfully retained a 4.6-star user rating and boosted job application rates by 10%. • AI Implementation: Created an AI tool to convert UI test cases from natural language into UiAutomator2 scripts, seamlessly integrating them into the CICD process. This resulted in a 90% acceleration UiAutomator2 test case generation. • Technology Introduction: - Flutter: Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly
Android
Software Development
Software Architecture
Employed
Open to opportunities
Full-time / Interested in working remotely
More than 15 years
UNSW
Computer software, network and security engineering
Avatar of the user.
Avatar of the user.
Past
iOS Engoneer @VoiceTube 紅點子科技股份有限公司
2020 ~ 2023
iOS Developer
Within three months
Swift/iOS
Objective-C
Git
Unemployed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺北大學 National Taipei University
資工所
Avatar of 高振倫.
Avatar of 高振倫.
Data Engineer @MediaTek Inc.
2019 ~ Present
Senior Software Engineer
Within one month
with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity. Data Engineer Hsinchu, TW [email protected] Skills Big Data Engineering Rich knowledge in NoSQL , skilled in RESTful search API and distributed analytics engine ElasticSearch . Experienced in multilingual Natural Language Processing , working on reliable data pre-processing and data cleaning. Deep Learning Leading team members to do research and build Machine Learning models, further designing prototypes on application system. Utilizing Deep Learning methods (CNN/RNN) to process heterogeneous documents and develop systems for market analysis
Python
Linux
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
Data Mining, Database System
Avatar of 金爾康.
Avatar of 金爾康.
Engineering Manager @Viscovery 創意引晴股份有限公司
2018 ~ Present
Within one month
including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and market survey. Achievements 1. Qualified of preliminary contest of TSMC Big Data Analytics for Semiconductor Manufacturing. Taiwan,Completion of Broad-DREAM Gene Essentiality Prediction Challenge, 2014 Professional Skills Research Field Machine Learning Deep Learning Computer Vision Natural Language Processing Lang...
Deep Learning
Computer Vision
FastAPI
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
Electrical Engineering
Avatar of the user.
Avatar of the user.
Software Engineer @CakeResume
2022 ~ Present
Software Engineer
Within one month
React
TypeScript
JavaScript
Reputation Credits1
Employed
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Computer Science and Information Engineering
Avatar of WangPengKang 王鵬綱.
Offline
Avatar of WangPengKang 王鵬綱.
Offline
Data Engineer @FarEasTone Telecom
2021 ~ Present
Data engineer
Within six months
WangPengKang 王鵬綱 Currently, I am a Senior Data Engineer at Far EasTone Telecom, focusing on data warehousing, data transformation, CICD , automation, web scraping, data science, and providing data platform services and insights. Taipei, Taiwan Skill Data&ETL : DataBricks ,Trinity ,Airflow, Prefect, Spark(pyspark), RabitMQ CICD : Docker, Jenkins, Git Database : Teradata, MySQL, Oracle ,PostgreSQL Programming languages : Python, SQL Machine Learning : Classification, Clustering, Regression, Natural Language Processing, Fraud Detection, Recommender System, Social Network Mining Visualization : Tableau, Metabase, Python(Matplotlib, Seaborn, plotly, DASH), Data Studio Crawler : python(BeautifulSoup, Selenium, Scrapy, Mitmproxy) Others VSCode , Notion, Hackmd Work Expertise and Experience 工
Python
Azure
DataBricks
Employed
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
Applied Geophysics

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.

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.
Within one month
Data Engineer
Logo of FarEasTone Telecom  .
FarEasTone Telecom
2021 ~ Present
台灣台北
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
Python
Azure
DataBricks
PySpark
Data Engineering
Crawler
Languages
Chinese
Native or Bilingual
English
Intermediate
Job search preferences
Positions
Data engineer
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
Freelance
No
Educations
School
National Chung Cheng University
Major
Applied Geophysics
Print

WangPengKang 王鵬綱

Currently, I am  a Senior Data Engineer at Far EasTone Telecom, focusing on data warehousing, data transformation, CICD , automation, web scraping, data science, and providing data platform services and insights.

  Taipei, Taiwan          

Skill

  • Data&ETL : DataBricks ,Trinity ,Airflow, Prefect, Spark(pyspark), RabitMQ
  • CICD: Docker, Jenkins, Git
  • Database: Teradata, MySQL, Oracle ,PostgreSQL
  • Programming languages: Python, SQL
  • Machine Learning: Classification, Clustering, Regression, Natural Language Processing, Fraud Detection, Recommender System, Social Network Mining
  • Visualization: Tableau, Metabase, Python(Matplotlib, Seaborn, plotly, DASH), Data Studio
  • Crawler: python(BeautifulSoup, Selenium, Scrapy, Mitmproxy)
  • Others  VSCode , Notion, Hackmd

Work Expertise and Experience

工作經歷

Data Engineer

FarEasTone Telecom   •  六月 2021 - Present

1. DataBricks & TeraData ETL Pipeline Dev and OP
2. Data Domain on App/Web Log, Leads, ChatBot
3. Python+ Jenkins + Tableau TeraData DB Usage Monitor Dashboard & Alert
4. Using LightGBM Predict Sales and won 2021 Farestone Tableau Hakthon First Place

Data Engineer

Anue - Data Application Department  •  六月 2019 - 六月 2021

  1. Web analytics platform: Matomo (piwik) data warehouse and ETL pipeline.

  2. Maintain CICD infrastructure: AWS-Bitbucket-Docker-PHP and migrate to GCP-Gitlab-Docker-Python.

  3. All web url tag and visitor tag for precision marketing and user profile analysis

  4. Keywords network and news pv analysis

  5. Web Crawl and automation for internal support

  6. Dashboard build with metabase and dash

Data Engineer

CrowdInsight   •  三月 2019 - 六月 2019

  1. Agricultural products Crawl

  2. Database schema design and build test data for martech system

Python Backend Engineer

JS tech  •  七月 2017 - 二月 2019

  1. High frequency web crawl and stable data source supply

  2. Build internal API application

  3. Tools: Flask, Request, Selenium, Beautifulsoup, Mitmproxy, Prorxypool, RabitMQ

Research Assistant

IES Academia Sinica  •  一月 2013 - 六月 2017

1. NOAA satellite data and Gamma Ray radiation analysis for possible earthquake precursor
2. Experiment instruments and data pipeline build.
3. Data analysis and data visualization.

學歷


National Chung Cheng University

Applied Geophysics Master's Degree

09/2007- 06/2011

學歷


National Chung Cheng University

Department of Earth and Environmental Sciences  Bachelor's Degree

06/2003- 06/2007

Resume
Profile

WangPengKang 王鵬綱

Currently, I am  a Senior Data Engineer at Far EasTone Telecom, focusing on data warehousing, data transformation, CICD , automation, web scraping, data science, and providing data platform services and insights.

  Taipei, Taiwan          

Skill

  • Data&ETL : DataBricks ,Trinity ,Airflow, Prefect, Spark(pyspark), RabitMQ
  • CICD: Docker, Jenkins, Git
  • Database: Teradata, MySQL, Oracle ,PostgreSQL
  • Programming languages: Python, SQL
  • Machine Learning: Classification, Clustering, Regression, Natural Language Processing, Fraud Detection, Recommender System, Social Network Mining
  • Visualization: Tableau, Metabase, Python(Matplotlib, Seaborn, plotly, DASH), Data Studio
  • Crawler: python(BeautifulSoup, Selenium, Scrapy, Mitmproxy)
  • Others  VSCode , Notion, Hackmd

Work Expertise and Experience

工作經歷

Data Engineer

FarEasTone Telecom   •  六月 2021 - Present

1. DataBricks & TeraData ETL Pipeline Dev and OP
2. Data Domain on App/Web Log, Leads, ChatBot
3. Python+ Jenkins + Tableau TeraData DB Usage Monitor Dashboard & Alert
4. Using LightGBM Predict Sales and won 2021 Farestone Tableau Hakthon First Place

Data Engineer

Anue - Data Application Department  •  六月 2019 - 六月 2021

  1. Web analytics platform: Matomo (piwik) data warehouse and ETL pipeline.

  2. Maintain CICD infrastructure: AWS-Bitbucket-Docker-PHP and migrate to GCP-Gitlab-Docker-Python.

  3. All web url tag and visitor tag for precision marketing and user profile analysis

  4. Keywords network and news pv analysis

  5. Web Crawl and automation for internal support

  6. Dashboard build with metabase and dash

Data Engineer

CrowdInsight   •  三月 2019 - 六月 2019

  1. Agricultural products Crawl

  2. Database schema design and build test data for martech system

Python Backend Engineer

JS tech  •  七月 2017 - 二月 2019

  1. High frequency web crawl and stable data source supply

  2. Build internal API application

  3. Tools: Flask, Request, Selenium, Beautifulsoup, Mitmproxy, Prorxypool, RabitMQ

Research Assistant

IES Academia Sinica  •  一月 2013 - 六月 2017

1. NOAA satellite data and Gamma Ray radiation analysis for possible earthquake precursor
2. Experiment instruments and data pipeline build.
3. Data analysis and data visualization.

學歷


National Chung Cheng University

Applied Geophysics Master's Degree

09/2007- 06/2011

學歷


National Chung Cheng University

Department of Earth and Environmental Sciences  Bachelor's Degree

06/2003- 06/2007