- Jobs
ResumeCreate your job-winning resume using our free resume builder.
PortfolioShowcase your skills and projects with a professional portfolio.ResumeCreate your job-winning resume using our free resume builder.Resume BuilderMake a resume for free.Resume TemplatesAccess our extensive library of professional & ready-to-use templates.Resume ExamplesGet inspired by real resume examples to create your own.Occupation GuideAccess resume writing guides tailored for different professions.Resume HelpGet expert advice on all things resume from our team of recruitment specialists.- ResourcesSuccess StoriesBusiness ExcellenceAbout CakeResumeFeatured Reads
- Hire
- Download our App
CakeResume Talent Search
Advanced filters
On
4-6 years
6-10 years
10-15 years
More than 15 years
淡江大學
Past
Senior Frontend Developer @恒遠科技有限公司2022 ~ 2024
・
senior frontend engineer or frontend lead
Within one month
減、包體縮減 3. 競業資源爬蟲及破解 內容：競業服務資源擷取研究，透過自動化排程設計爬蟲取得資源 技術：crypto-js、Node.js、MongoDB 4. 客服聊天室功能開發 技術：React、Ant Design、AES、融云(在線通信雲服務)、Tailwind CSS 5. 持續整合部署 技術：Jenkins、Docker、PM2、NginX Frontend Cocos Team Leader • 華勝網
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
淡江大學
・
資訊工程
Past
資深軟體工程師 @Wistron ITS 緯創軟體股份有限公司2022 ~ 2023
・
軟體開發工程師
Within one month
Computer Science and Information Engineering 技能 User Experience Customized Application Medical System design Product System Interfacing E-referral system Cashier system Medical Order system HCM Peoplesoft(GP/RC/TL Module) Language Chinese English 專長 語言 C/C++ Cobol SQL(Sybase SQL , MySQL,MongoDB) VB/C# Oracle Peoplesoft Python Tools Github Docker VScode Acubench 自傳 您好，我是池磊，畢業於淡江大學資工系及資訊工程研究所，大學時期由於通勤關係並
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
淡江大學
・
computer science
4-6 years
淡江大學
・
經濟系Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
淡江大學
・
資訊管理Full-time / Interested in working remotely
4-6 years
淡江大學
・
電機工程
前端工程師 @普鴻科技（將來銀行駐點）2020 ~ 2021
・
前端工程師
More than one year
應用 熟悉 Docker 熟悉 graphql 前端應用 熟悉 node.js express + mySQL 熟悉 Git 相關版控工具、sourcetree 熟悉 Gcp 熟悉 nuxt.js、next.js 熟悉 webSocket 略懂 PWA 略懂 mongoose mongoDB firebase 基本技術 略懂 flutter 作品： github : https://github.com/JessicaHuang210 ios上架app ： https://apps.apple.com/tw/app/management-tool/idandriod上架app： https://play.google
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
淡江大學
・
電機工程學系
App開發部經理 @雲騰科技股份有限公司2015 ~ Present
・
資深系統設計師、Technical Leader
More than one year
他成員往下開發，並隨時幫他們進行 Code Review ，確保大家沒有走偏。 App開發經驗 - React Native - graphQL - redux - redux-saga - code-push - iOS (Swift) - Android (Java) - cordova 後端技術經驗 - nginx - mongodb規劃與架設 - redis規劃 - node.js - pm2 - docker - WebSocket - ECMAScript - RESTful API Server 其他技術經驗 - Laravel(php framework) - Ruby on Rails - react.js - .NET framework MVC - Jenkins/Azure Ops CI/CD - git - rebase - cherry pick - git
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
淡江大學
・
資訊工程學系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
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.
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
2-4 years work experience (1-2 years relevant)
Management
Skills
Languages
Job search preferences
Positions
Data analyst
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
淡江大學
Major
企業管理學系
Stephen Yang
Data Geek. Two-year experience with data science/engineering.
Work Experience
Retail Business Services LLC(Ahold Delhaize), Data Engineering Co-op Jun 2023 ~ Now
- Improving search engines performance through MDM.
Validation on the pipelines to ensure data completeness in the downstream tasks. - Monitoring the changes on recommended items from cross-sell model. Building framework of data drifting detection, starting from data retrieval, modeling to statistical/hypothetical testing applied on inference data.
- Development of Intake process form app to Integrate ticketing requests from different teams.
Skillset : Databricks/Azure Data Factory/Power Automate/Power BI/ETL pipeline/Spark
Taipei Fubon Bank, Data Scientist(FinTech) Jan 2021 ~ Sep 2022
AI Early Warning Mechanism
- In collaboration with Taipei City Police Department and Criminal Investigation Bureau, aimed at combating surging fraud activities during the pandemic which involved multiple channels(ATM, Online, and Mobile banking).
- Development of ML model to detect potential AML activities and to further succeed in fraud prevention.
- Replaced rule-based triggering with ML-based application in criminal investigation; eliminated tens of thousands of false alarms in a single month, optimized precision up to 80%, and significantly cut operational costs.
- Promoted ‘intelligent anti-fraud ecosystem’ with Taipei City Government and was reported in Fubon Financial news: link
ETL Pipeline & Banking Business Analysis
- Built analytics platform managing client, finance data collected from upstreams and third parties sources(EC, Telecom) Built end-to-end pipelines for reporting.
Skillset : PySpark/Hadoop/Scikit-Learn/Flask API/Beautiful Soup/ODS/Hive/OBIEE/Tableau/GCP(GCS, Dataflow, VMs, Vertex AI)
Apple Daily, Data Analyst Apr 2020 ~ Aug 2020
- Digital tacking with GTM as sources for building ETL pipeline on GCP.
- BI reporting for assessing KPIs of news articles.
- Subscription analysis, churning prediction, and text mining
- Skillset : BigQuery/Data Studio/GA360/Google Analytics/GTM/NLTK/Scikit-Learn/LDA
Education
Boston University, Master of Science in Software Development(MSSD) 2023 ~ Present
Master program for developing essential skillset as software developer. Algorithm, Programming Language and System.
Arizona State University, AI and Machine Learning MasterTrack™ Feb 2021 ~ Dec 2021
Online Graduate Certificate Courses: Statistics, Machine Learning, Artificial Intelligence
Institute for Information Industry, Big Data Bootcamp Sep 2019 ~ Feb 2020
Training in big data and development skills and building end-to-end data projects with Python, MySQL and Hadoop.
Tamkang University, Bachelor of Business Administration(BBA) Sep 2013 ~ Jun 2017
Project & Competition
T-Brain Machine Learning Competition 2022 - Anti Money Laundering
Leveraging XGBoost(GBDT) combined with my ML fraud detection experience to succeed in this competition.
Hosted by : E.SUN Bank & TrendMicro (Rank : No.6)
GoDaddy - Microbusiness Density Forecasting Competition
The project is to demonstrate better performance on time series prediction with Optuna framework.
BIRDS 475 SPECIES - IMAGE CLASSIFICATION
Serving Image model as Streamlit web app on GKE. It allows the user to enter the image url link and display output.
Skillset: Streamlit, GKE, CloudBuild, Python, Git, Docker
Spotify ETL Pipeline
Building ETL for Spotify API and automate the workflows through Airflow. Analytics tasks executed with DBT on SnowFlake.
Skillset: Airflow, DBT, Snowflake, Python, Git, Astronomer, Docker
Skills
Machine Language：Python, PySpark, Tensorflow, PyTorch, SQL
Dashboard：Power BI, Tableau
Cloud Service : GCP, Azure, Cloudera
Development Tool: Docker, Jenkins, Git, Airflow, DBT
Certificate
Project Management Professional(PMP)
AI and Machine Learning MasterTrack® Certificate(ASU)
Google Cloud Certified - Professional Data Engineer
Stephen Yang
Data Geek. Two-year experience with data science/engineering.
Work Experience
Retail Business Services LLC(Ahold Delhaize), Data Engineering Co-op Jun 2023 ~ Now
- Improving search engines performance through MDM.
Validation on the pipelines to ensure data completeness in the downstream tasks. - Monitoring the changes on recommended items from cross-sell model. Building framework of data drifting detection, starting from data retrieval, modeling to statistical/hypothetical testing applied on inference data.
- Development of Intake process form app to Integrate ticketing requests from different teams.
Skillset : Databricks/Azure Data Factory/Power Automate/Power BI/ETL pipeline/Spark
Taipei Fubon Bank, Data Scientist(FinTech) Jan 2021 ~ Sep 2022
AI Early Warning Mechanism
- In collaboration with Taipei City Police Department and Criminal Investigation Bureau, aimed at combating surging fraud activities during the pandemic which involved multiple channels(ATM, Online, and Mobile banking).
- Development of ML model to detect potential AML activities and to further succeed in fraud prevention.
- Replaced rule-based triggering with ML-based application in criminal investigation; eliminated tens of thousands of false alarms in a single month, optimized precision up to 80%, and significantly cut operational costs.
- Promoted ‘intelligent anti-fraud ecosystem’ with Taipei City Government and was reported in Fubon Financial news: link
ETL Pipeline & Banking Business Analysis
- Built analytics platform managing client, finance data collected from upstreams and third parties sources(EC, Telecom) Built end-to-end pipelines for reporting.
Skillset : PySpark/Hadoop/Scikit-Learn/Flask API/Beautiful Soup/ODS/Hive/OBIEE/Tableau/GCP(GCS, Dataflow, VMs, Vertex AI)
Apple Daily, Data Analyst Apr 2020 ~ Aug 2020
- Digital tacking with GTM as sources for building ETL pipeline on GCP.
- BI reporting for assessing KPIs of news articles.
- Subscription analysis, churning prediction, and text mining
- Skillset : BigQuery/Data Studio/GA360/Google Analytics/GTM/NLTK/Scikit-Learn/LDA
Education
Boston University, Master of Science in Software Development(MSSD) 2023 ~ Present
Master program for developing essential skillset as software developer. Algorithm, Programming Language and System.
Arizona State University, AI and Machine Learning MasterTrack™ Feb 2021 ~ Dec 2021
Online Graduate Certificate Courses: Statistics, Machine Learning, Artificial Intelligence
Institute for Information Industry, Big Data Bootcamp Sep 2019 ~ Feb 2020
Training in big data and development skills and building end-to-end data projects with Python, MySQL and Hadoop.
Tamkang University, Bachelor of Business Administration(BBA) Sep 2013 ~ Jun 2017
Project & Competition
T-Brain Machine Learning Competition 2022 - Anti Money Laundering
Leveraging XGBoost(GBDT) combined with my ML fraud detection experience to succeed in this competition.
Hosted by : E.SUN Bank & TrendMicro (Rank : No.6)
GoDaddy - Microbusiness Density Forecasting Competition
The project is to demonstrate better performance on time series prediction with Optuna framework.
BIRDS 475 SPECIES - IMAGE CLASSIFICATION
Serving Image model as Streamlit web app on GKE. It allows the user to enter the image url link and display output.
Skillset: Streamlit, GKE, CloudBuild, Python, Git, Docker
Spotify ETL Pipeline
Building ETL for Spotify API and automate the workflows through Airflow. Analytics tasks executed with DBT on SnowFlake.
Skillset: Airflow, DBT, Snowflake, Python, Git, Astronomer, Docker
Skills
Machine Language：Python, PySpark, Tensorflow, PyTorch, SQL
Dashboard：Power BI, Tableau
Cloud Service : GCP, Azure, Cloudera
Development Tool: Docker, Jenkins, Git, Airflow, DBT
Certificate
Project Management Professional(PMP)
AI and Machine Learning MasterTrack® Certificate(ASU)
Google Cloud Certified - Professional Data Engineer