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Avatar of 邱文凱.
Avatar of 邱文凱.
系統開發經理 @優利士實業
2013 ~ Présent
前端工程師、後端工程師、全端工程師
Dans 1 mois
//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
Employé
Prêt à l'interview
Temps partiel / Intéressé par le travail à distance
10 à 15 ans
私立僑泰高級中學
微電修護科
Avatar of Yen-Ting Liu.
Avatar of Yen-Ting Liu.
Data Engineer @Tesla
2023 ~ 2023
Data engineer / Data anyayst
Dans 2 mois
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
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
University of Texas at Dallas
Information Technology and Management
Avatar of JerryHo.
Avatar of JerryHo.
軟體開發工程師 @中國信託商業銀行
2019 ~ Présent
JAVA後端工程師
Dans 1 mois
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
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
靜宜大學
資訊工程學系
Avatar of the user.
Avatar of the user.
安全組組長 @INTECHWORLD INC.(菲律賓總公司)(電腦系統整合服務業)
2022 ~ Présent
滲透測試、資訊安全
Dans 1 mois
python
Linux
AWS
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
資策會
雲端網路系統工程師
Avatar of the user.
Avatar of the user.
軟體工程師 @雄獅資訊科技股份有限公司
2021 ~ Présent
Dans 1 mois
Word
Excel
Python
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
6 à 10 ans
私立銘傳大學
財金
Avatar of Jeff Chang.
Software Engineer / Backend Engineer
Dans 3 mois
機構進行全時的 AI 系統監控輔助。 2021//12(任職:11個月) 負責:設計整體架構、伺服器端開發與維運 技能/工具 :FastAPI, NATS, Celery, Redis, PostgreSQL, GCP, Kubernete, Helm, Jenkins, Grafana, mosquitto, TimescaleDB 經手專案: 光學式非接生理量測照護系統 專案簡介:光學式非接觸生理監護設備,達到遠距離非接觸不干
FastAPI(Python)
System Design
GCP Compute Engine
Sans Emploi
Temps plein / Intéressé par le travail à distance
6 à 10 ans
中原大學 Chung Yuan Christian University
資訊工程學系
Avatar of the user.
Avatar of the user.
Sr. RD Manager @蓋亞資訊有限公司
2022 ~ 2023
CTO
Dans 1 mois
PHP
ElasticSearch
RabbitMQ
Employé
Temps plein / Intéressé par le travail à distance
10 à 15 ans
朝陽科技大學
資訊管理
Avatar of 何榮森.
Avatar of 何榮森.
Self-Taught, @Good Ideas Studio
2020 ~ 2020
Software Engineer / Backend Engineer
Dans 6 mois
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
Employé
Ne recherche pas de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
National Chung Cheng University
Communication Engineering
Avatar of 許智翔.
Avatar of 許智翔.
Sr. Backend Engineer @PayPay Corporation
2023 ~ Présent
Backend Engineer, Data Engineer
Dans 1 an
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
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
輔仁大學
統計資訊學系
Avatar of Wells Zheng.
Avatar of Wells Zheng.
軟體工程經理 @微碧愛普科技
2022 ~ Présent
Ruby on Rails 後端工程師
Dans 6 mois
Pay, 藍新金流, 街口支付、全支付、全盈+Pay 等)。 串接 加值中心 上傳 電子 發票 資料。 開發 購物車 、 訂單 、 結帳模組 能部署專案至 AWS EC2、GCP Compute Engine、Heroku 等雲端虛擬機器。 能將 專案容器化(Docker) 並部署至雲端。 使用 Bitbucket pipeline 完成 CI/CD 經驗。 使用 Drone 完成 自動化部署 經驗。 使用
ElasticSearch
WebSockets
AWS
Employé
Temps plein / Uniquement Travail à distance
4 à 6 ans
國立臺灣師範大學
物理

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Dans 6 mois
Data Scientist @ 台北富邦銀行
台北富邦銀行
2021 ~ Présent
Taiwan
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Data Scientist
Fields of Employment
Expérience Professionnelle
2 à 4 ans expérience professionnelle (1 à 2 ans relevant)
Management
Compétences
Python
R
Hadoop and Spark
GCP
Machine Learning
Langues
Job search preferences
Position Désirée
Data analyst
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Temps plein
Lieu Désiré
Travail à distance
Intéressé par le travail à distance
Freelance
Éducation
École
淡江大學
Spécialisation
企業管理學系
Imprimer

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 PipelineBanking 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

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 PipelineBanking 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