CakeResume
CakeResume Logo
Se connecter
S'inscrire
Build your Network
My Network
Access your personal network connections and manage your contacts.
CakeResume Meet
Expand your professional network by meeting and connecting with other users.
Community
Engage with other users through discussions, forums, and networking events.
Se connecter
S'inscrire

CakeResume Talent Search

Advanced filters
On
Aucune correspondance trouvée.
New Taipei City, Taiwan
Taiwan
台灣
新北市, 台灣
IT
Aucune correspondance trouvée.
Moins de 1 an
1 à 2 ans
4 à 6 ans
6 à 10 ans
10 à 15 ans
Plus de 15 ans
AI Smart Matching
Off
淡江大學
National Taiwan University
國立中央大學
國立中央大學 National Central University
國立政治大學（National Chengchi University）
University of Victoria
國立台灣大學
國立臺北科技大學
國立雲林科技大學
Calicut University
New Taipei City, Taiwan
Taiwan
台灣
新北市, 台灣
Temps plein
MongoDB
MySQL
Nginx
RabbitMQ
React Native
React.js/Redux
Redis
WebSocket
spring boot
Yes
1-5 people
Dans 6 mois
Aucune correspondance trouvée.
Bachelor’s Degree
Bachelor
2014
Current company
Off
Select all
智慧價值股份有限公司
Intéressé par le travail à distance
Je ne suis pas indépendant
English - Intermédiaire
Chinese
4 à 6 ans
6 à 10 ans
10 à 15 ans
Plus de 15 ans
淡江大學
  • Exclure les résultats lus
  • Show all experiences
Avatar of 呂嘉仁.
Avatar of 呂嘉仁.
呂嘉仁
軟體工程師 @智慧價值股份有限公司
・
2019 ~ Présent
Dans 6 mois
伺服器( React Native / Spring Boot ) 串接狀態伺服器資料顯示在行動端，以供使用者查看並接收警告，並提供聊天室進行設備維修討論。 3D NLP 資料分析平台( Spring Boot / React JS / MySQL) 提供使用者輸入 Youtube 或 IG 連結後系統依據使用者留言繪製出留言內容的關係圖，並以 3D
MongoDB
MySQL
Spring Boot
Temps plein / Intéressé par le travail à distance
4 à 6 ans
淡江大學
・
電機工程

Le Plan de Recrutement le Plus Efficace et Facile

Recherchez 800.000 CV et prenez l'initiative de contacter les candidats pour améliorer votre taux de recrutement. Le Choix de Centaines d'Entreprises

  • Consulter tous les résultats
  • Démarrer des nouvelles conversations sans limites
  • Seules les entreprises avec un abonnement peuvent consulter les CV
  • Consulter les adresses email et les numéros de téléphone des utilisateurs
Mettre à niveau maintenant
7-day money-back guarantee, cancel anytime
1
Conseils de Recherche
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
Seuls les CV publics sont disponibles avec pour les utilisateurs gratuits.
Mettez à niveau vers un abonnement Supérieur pour voir tous les résultats de recherche dont des dizaines de milliers de CV exclusifs à CakeResume.
Mettre à niveau maintenant

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.
Dans 3 mois
Avatar of Stephen Yang.
Stephen Yang
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
Type d'emploi
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 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
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 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