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Institute for Information Industry
Chunghwa Telecom Co., Ltd.
GOGOX
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Hahow 好學校
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INTECHWORLD INC.(菲律賓總公司）（電腦系統整合服務業）
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4-6 years
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Avatar of 邱文凱.
Avatar of 邱文凱.
邱文凱
CakeResume Premium Badge
系統開發經理 @優利士實業
・
2013 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
//videos// 技能 前端:javascrirpt'、css、scss、html 前端框架: jquery、vue3、Bootstrap、nuxt、flutter、 phoengap、electron 後端框架:laravel、express、firebase、 Serverless、docker、docker-compose 伺服器:linux(ubunut、centos、reheater、 RedHat )、macos、winserver 後端雲端:aws、gcp、或直接伺服器架設 各類應用架構: Serverless、node、aws(ec2、ecs、Route 53、CloudFront)、gcp(Compute Engine、 Cloud Run、Cloud Function、google map SDK、各類API使用)、mqtt、socket 資料庫應用: mysql、 DynamoDB 、 ElastiCache 、RDS、 Redis
JavaScript
node
Python
Employed
・
Ready to interview
Part-time / Interested in working remotely
10-15 years
私立僑泰高級中學
・
微電修護科
Avatar of Yen-Ting Liu.
Avatar of Yen-Ting Liu.
Yen-Ting Liu
Data Engineer @Tesla
・
2023 ~ 2023
Data engineer / Data anyayst
Within two months
sensitive data, and real-time operational reporting systems using Kafka and MongoDB, enabling stakeholders to access up-to-date information for performance monitoring and reporting 一月五月 2023 Data engineer • Vpon Designed and developed ETL pipelines • Implemented and maintained ETL Pipelines which integrated with Jenkins on cloud services (GCP and AWS), provided by analysts with reliable data, and saved 50% effort (Groovy, Dataproc, Spark, BigQuery, EMR, Hive, Jenkins) • Designed ETL pipeline framework and implemented it to cloud service and held user training sessions for engineers and analysts. This project was reduced by 40% maintenance efforts and increased
python
Linux
R
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Texas at Dallas
・
Information Technology and Management
Avatar of Timmy TSENG.
Avatar of Timmy TSENG.
Timmy TSENG
安全組組長 @INTECHWORLD INC.(菲律賓總公司）（電腦系統整合服務業）
・
2022 ~ Present
滲透測試、資訊安全
Within one month
Timmy TSENG Security Team Lead [email protected] TimmyTSENGKaliOSCPpentest https://www.pentesthome.com Core Competencies: Stress Management and Leadership Military Background CI/CD gitlab and Automation with Jenkins using python individual complete frontend and backend Cybersecurity Skills McAfee features RSD,Threat events ana Wazuh EDR advance setting and interact TG/VT/Auditd Burp Suite intercept change request and pentest Security Onion analyse threat events Acunetix automate with Xray website pentest Nessus internal network scan and audit Hfish Cover all company network and custom template Forensics Tools Professional Certifications CCNA
python
Linux
AWS
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
資策會
・
雲端網路系統工程師
Avatar of JerryHo.
Avatar of JerryHo.
JerryHo
軟體開發工程師 @中國信託商業銀行
・
2019 ~ Present
JAVA後端工程師
Within one month
同仁在系統流暢、操作上感到滿意。 開放思維：除了與 天奕資訊串接API在精誠資訊展覽實現「市內定位系統」功能，也協助導入 GCP Vision Api，以利名片建檔自動化流程，使原舊系統導入更多新穎功能。 也在這之間，解決多項技術難題： 提高系統順暢度：調整DB
JAVA
PHP
JavaScript / ES6 / jQuery
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
靜宜大學
・
資訊工程學系
Avatar of the user.
Avatar of the user.
Available for paid companies
軟體工程師 @雄獅資訊科技股份有限公司
・
2021 ~ Present
Within one month
Word
Excel
Python
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
私立銘傳大學
・
財金
Avatar of the user.
Avatar of the user.
Available for paid companies
Software Engineer / Backend Engineer
Within three months
FastAPI(Python)
System Design
GCP Compute Engine
Unemployed
Full-time / Interested in working remotely
6-10 years
中原大學 Chung Yuan Christian University
・
資訊工程學系
Avatar of 王鵬淵.
Avatar of 王鵬淵.
王鵬淵
CakeResume Premium Badge
後端工程師 @Royce Tech
・
2022 ~ 2024
Within one month
[email protected] 王鵬淵 專業架構師，精於多語言開發和系統設計，曾參與大型專案系統架構規劃和跨平台遊戲開發。擅長並行程序、gRPC、Websocket開發，熟悉雲端服務（GCP、AWS）、微服務（Docker、Kubernetes）。精通數據庫技術（Redis、MySQL等），在前端開發及遊戲引擎方面展現多元技能。具備持
C++
Golang
Lua
Full-time / Interested in working remotely
6-10 years
私立華梵大學
・
外國語文學系
Avatar of the user.
Avatar of the user.
Available for paid companies
Sr. RD Manager @蓋亞資訊有限公司
・
2022 ~ 2023
CTO
Within one month
PHP
ElasticSearch
RabbitMQ
Employed
Full-time / Interested in working remotely
10-15 years
朝陽科技大學
・
資訊管理
Avatar of 何榮森.
Avatar of 何榮森.
何榮森
Self-Taught, @Good Ideas Studio
・
2020 ~ 2020
Software Engineer / Backend Engineer
Within six months
了嗎?Sharing the value of my personal side project `BrightnessKing` + Live(00:38:09~00:54:58): https://www.facebook.com/GoodideasStudio/videos// Projects: 好想留言板 Collaborative side project, Back-end developer & Project manager Django(Python) + GCP Compute Engine + MySQL + 2 web apps: `account system` and `board system` + over 60 unit tests: about 60% coverage + integrate with CircleCI for CI/CD + 3 project documents: Requirements , Scrum user story , API document using Apiary + using Notion for project management * project documents
Java
Python
Django
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Chung Cheng University
・
Communication Engineering
Avatar of 許智翔.
Avatar of 許智翔.
許智翔
Sr. Backend Engineer @PayPay Corporation
・
2023 ~ Present
Backend Engineer, Data Engineer
Within one year
Chih Hsiang Hsu (許智翔) Sr. Backend Engineer Taipei City, Taiwan As a Backend Engineer with some DevOps and SRE knowledge. Has Strong enthusiasm in programming and computer. Fast learner and good at communicating with partner. Desire to be a great System Architect. Programing Intermediate: Python, Golang, Kotlin, Shell Novice: C, R Tool Database: Dynamodb, MySQL, SQLServer, Postgresql, Mongodb, Redis, Cassandra, Elasticsearch Cloud Platform: GCP, AWS, Azure Container: Docker, Kubernetes Others: Terraform, Ansible, Puppet, Prometheus, Helm, Jenkins Work Experiences Sr. Backend Engineer PayPay • Location Japan Tokyo • Feb,Now Tools: Kotlin, Java, Kubernetes, ArgoCD
python
JavaScript
English
Employed
Full-time / Interested in working remotely
4-6 years
輔仁大學
・
統計資訊學系

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Within three months
Avatar of Stephen Yang.
Stephen Yang
Data Scientist @ 台北富邦銀行
台北富邦銀行
・
2021 ~ Present
Taiwan
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
Python
R
Hadoop and Spark
GCP
Machine Learning
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
Print

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

Resume
Profile
Print

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