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MediaTek Inc.
Advanced Semiconductor Engineering, INC. 日月光半導體製造股份有限公司
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U&U ENGINEERING INC均利科技股份有限公司
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4-6 years
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  • Exclude read results
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Avatar of Vu Nguyen Ngoc Quang.
Avatar of Vu Nguyen Ngoc Quang.
Vu Nguyen Ngoc Quang
Past
Mobile App Developer @Apple Inc.
・
2014 ~ Present
Lead Infrastructure Engineer
Within two months
libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex datasets in an interactive manner. Created custom scripts to automate the extraction, transformation, and loading of Big Data into distributed systems. Utilized Amazon Web Services components such as EMR and S3 buckets for cloud computing
Machine learning
Virtualization Technologies
Pandas Python
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
博士後研究員 @洛桑大學神經發育疾病實驗室
・
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
Data Analysis
Machine Learning
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
・
神經科學
Avatar of 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
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 王文祥.
Avatar of 王文祥.
王文祥
經理 @鴻博資訊有限公司
・
2015 ~ Present
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Within one month
Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of data. Pandas (Data Analysis Library) : Pandas is an important library in Python for data analysis and data processing. It offers powerful data structures such as DataFrame and Series, making data reading, manipulation, and analysis more convenient and efficient. Pandas is well-suited for tasks such a...
Python
AOI
MES
Employed
・
Ready to interview
Full-time / Remote Only
10-15 years
崑工科技大學
・
電子工程
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
李慕全(MuChuan Li)
Past
Service Provider @Taron Solutions Limited
・
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未來經濟景氣趨勢階段。 技術：Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
資訊工程
Avatar of 林育維.
Avatar of 林育維.
林育維
ASP.NET Full Stack Engineer @日月光半導體製造股份有限公司
・
2024 ~ Present
後端工程師/軟體工程師
Within one month
端工程師 緯創軟體 五月十月 2023Taipei, Taiwan 【Wafer Data Correlation專案】 比對晶圓同 product 不同批的 lot 或 wafer 間的關聯性 利用Python的 Sanic Framework 建置後端API 透過Pandas處理資料流 規劃 DB Table 間的Constraint和重構效率差之DML語法 【Defect Loader專案】 尋找 wafer 缺陷圖片＆搬運 利用Spring Boot建置 【Docker＆K8s】 1. 上述的專
Vue.js
Python
Java
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
義守大學
・
資訊管理學系
Avatar of Danny_Teng.
Avatar of Danny_Teng.
Danny_Teng
Software Engineering Section Manager @仁寶
・
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
Within one month
Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
Python
Docker
DevOps
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
・
電機系
Avatar of the user.
Avatar of the user.
Available for paid companies
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
・
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Python
Power BI
Data Analytics
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
・
Mechanical Engineering
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
・
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
C
Python
C/C++
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
・
Robotics Engineering
Avatar of GISH Shao.
Avatar of GISH Shao.
GISH Shao
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
・
2022 ~ Present
AI Engineer
Within one month
Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data. ( GitHub ) Real Estate Evaluation model – Geographical/Credit Card data gathering, cleaning, feature engineering (Hit-rate performance improved from 55% to 70%) Python Machine learning Data Pipelines Web Crawlers PyTorch, Airflow, Pandas, docker SQL Extract-Transform-Load(ETL) Efficiency(Window Functions) Language Chinese(Native) English (TOEIC 905/990 TOEFL 96/120) Project(@ Esun only) ( Powerpoint demo link, clic...
Python
SQL
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
・
Business Administration

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Within one year
Avatar of Travis Shen.
Travis Shen
Site Reliability Engineer
Logo of TSMC_台灣積體電路製造股份有限公司(台積電).
TSMC_台灣積體電路製造股份有限公司(台積電)
・
2022 ~ Present
Taipei City, 台灣
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Back-end Engineer
Fields of Employment
Software
Work experience
4-6 years
Management
None
Skills
Web Development
Git
Docker
Database Design
PostgreSQL
MSSQL
MongoDB
Python
Django
RESTfulAPI
Data Visualization
DevOps
Kubernetes
Google Cloud Platform
GraphQL
Helm
Terraform
Redis
Nginx
OAuth2.0
TCP/IP
Dataflow
BigQuery
BigTable
pub/sub
Languages
English
・
Intermediate
Job search preferences
Positions
Backend Engineer
Job types
Full-time
Locations
Taipei City, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
臺灣科技大學
Major
資訊管理
Print

Travis Shen

I have 5-years of experience in web back-end (Python) and 3-years of experience in cloud operation (GCP). Interested in Web API, Linux Container, CI/CD, and Cloud Architecture.

[email protected] / super9.space

Work Experiences

Backend Engineer @ Tagtoo / 2, 2019 - 12, 2021

Real-time IoT Event/Entity Data Streaming
  • Design a streaming system using Pub/Sub and micro-services to replace the old one (MapReduce on GAE), reduced 80% cost, gained 10x higher throughput.
  • Compress the event data with Dataflow to fit the request quota limit.
  • Design a graph data structure on BigTable and algorithm that maps the user across the Internet.
  • Introduce Terraform to the project.
DPA Platform
  • Refactor legacy code and containerize services, brought multiple customers from zero.
  • Define and write E2E test methods for Facebook and Google API.
  • Set up CI/CD with Cloud Build pipeline, container build and test 50+ cases only took 7 minutes.
  • Implement payment workflow with Tappay API.
Machine Learning Workflow
  • Deploy and manage Kubeflow cluster on Kubernetes.
  • Notebook servers spawn automation for data engineers on preemptive VM.
  • Help data engineers to develop and manage pipelines.
  • Store millions of prediction data using Redis and serve through the web API.

Assistant @ Agriculture Technology Research Institute / 5, 2017 - 1, 2019

  • Provide information services for statisticians: DB maintenance, data processing, office automation, web services
  • Develop an open-source python package to convert agri-address into land section code: sectw.
  • Introduce Web API and Git into teams.

Full Stack @ ACTI / 5, 2016 - 3, 2017

  • Develop and maintain web services using .NET Framework.
  • Web Crawling.

Side Projects

  • Implement micro-service with containers
  • Develop back-end service and web API : Django + Restful API
  • Deploy and operate services on GKE
  • 20,000 unique users and 120,000 page views in the first 2 week

Education Background

Department of Information Management@National Taiwan University of Science and Technology (NTUST) / 2010 - 2015

Skills

Python

  • Familiar with OOP and features: decorator, generator, context manager
  • Parallelization:  multiprocessing, threading, coroutine
  • Web crawling: requests, selenium, multiprocessing, aiohttp
  • Data processing: numpy, pandas
  • Implement Data Structures: link
  • Implement Algorithms: link

Django

  • Use Django on 5+ projects
  • Custom user model
  • Custom middlewares
  • Custom model field
  • Unit test: fixtures, factory-boy
  • Aggregation, Annotation querying
  • Internationalization
  • Restful API: djangorestframework
  • GraphQL: graphene-django
  • Authentication: OAuth2, JWT
  • Messaging: Celery, RabbitMQ, Redis
  • State machine: django-fsm
  • 12-Factor app: django-environ

Third Party API Experiences

  • Facebook Marketing API: Ad resource management
  • Facebook AccountKit:  Phone authentication
  • Google Ads API: Ad resource management
  • Google Content API: Ad resource management
  • Google Site Verification API: Site claiming
  • Google Cloud Pub/Sub: Streaming
  • Google BigTable: Graph schema to join entities
  • Google BigQuery: Read time-series data
  • Google Firebase Auth: Phone authentication
  • Google KMS: use on CI/CD for open source project
  • Google Drive / Sheet API: Generate reports
  • SendGrid Transactional Template API: Sending emails
  • Slack API: Notification
  • Tappay API

Linux Container / Kubernetes

  • Familiar with Docker, Docker Compose
  • Basic Networking knowledge
  • Deploy and manage 5+ clusters for multiple projects
  • Health check (Pod, Service)
  • Autoscaling (Pod, Node)
  • Cronjob
  • 12-Factor app with ConfigMap, Secret
  • Persistent volume using GCE disk
  • Manage resources with Helm, Terraform
  • Experience with Kubeflow cluster
  • L7 / L4 Load balancing

JavaScript / CSS

  •  jQuery
  • Bootstrap

Automation

  • Travis CI
  • Google Cloud Build
  • Terraform
  • Shell Scripting

    Cloud Provider

    • Google Cloud Platform (Main)
    • AWS
    • Cloudflare
    Resume
    Profile
    Print

    Travis Shen

    I have 5-years of experience in web back-end (Python) and 3-years of experience in cloud operation (GCP). Interested in Web API, Linux Container, CI/CD, and Cloud Architecture.

    [email protected] / super9.space

    Work Experiences

    Backend Engineer @ Tagtoo / 2, 2019 - 12, 2021

    Real-time IoT Event/Entity Data Streaming
    • Design a streaming system using Pub/Sub and micro-services to replace the old one (MapReduce on GAE), reduced 80% cost, gained 10x higher throughput.
    • Compress the event data with Dataflow to fit the request quota limit.
    • Design a graph data structure on BigTable and algorithm that maps the user across the Internet.
    • Introduce Terraform to the project.
    DPA Platform
    • Refactor legacy code and containerize services, brought multiple customers from zero.
    • Define and write E2E test methods for Facebook and Google API.
    • Set up CI/CD with Cloud Build pipeline, container build and test 50+ cases only took 7 minutes.
    • Implement payment workflow with Tappay API.
    Machine Learning Workflow
    • Deploy and manage Kubeflow cluster on Kubernetes.
    • Notebook servers spawn automation for data engineers on preemptive VM.
    • Help data engineers to develop and manage pipelines.
    • Store millions of prediction data using Redis and serve through the web API.

    Assistant @ Agriculture Technology Research Institute / 5, 2017 - 1, 2019

    • Provide information services for statisticians: DB maintenance, data processing, office automation, web services
    • Develop an open-source python package to convert agri-address into land section code: sectw.
    • Introduce Web API and Git into teams.

    Full Stack @ ACTI / 5, 2016 - 3, 2017

    • Develop and maintain web services using .NET Framework.
    • Web Crawling.

    Side Projects

    • Implement micro-service with containers
    • Develop back-end service and web API : Django + Restful API
    • Deploy and operate services on GKE
    • 20,000 unique users and 120,000 page views in the first 2 week

    Education Background

    Department of Information Management@National Taiwan University of Science and Technology (NTUST) / 2010 - 2015

    Skills

    Python

    • Familiar with OOP and features: decorator, generator, context manager
    • Parallelization:  multiprocessing, threading, coroutine
    • Web crawling: requests, selenium, multiprocessing, aiohttp
    • Data processing: numpy, pandas
    • Implement Data Structures: link
    • Implement Algorithms: link

    Django

    • Use Django on 5+ projects
    • Custom user model
    • Custom middlewares
    • Custom model field
    • Unit test: fixtures, factory-boy
    • Aggregation, Annotation querying
    • Internationalization
    • Restful API: djangorestframework
    • GraphQL: graphene-django
    • Authentication: OAuth2, JWT
    • Messaging: Celery, RabbitMQ, Redis
    • State machine: django-fsm
    • 12-Factor app: django-environ

    Third Party API Experiences

    • Facebook Marketing API: Ad resource management
    • Facebook AccountKit:  Phone authentication
    • Google Ads API: Ad resource management
    • Google Content API: Ad resource management
    • Google Site Verification API: Site claiming
    • Google Cloud Pub/Sub: Streaming
    • Google BigTable: Graph schema to join entities
    • Google BigQuery: Read time-series data
    • Google Firebase Auth: Phone authentication
    • Google KMS: use on CI/CD for open source project
    • Google Drive / Sheet API: Generate reports
    • SendGrid Transactional Template API: Sending emails
    • Slack API: Notification
    • Tappay API

    Linux Container / Kubernetes

    • Familiar with Docker, Docker Compose
    • Basic Networking knowledge
    • Deploy and manage 5+ clusters for multiple projects
    • Health check (Pod, Service)
    • Autoscaling (Pod, Node)
    • Cronjob
    • 12-Factor app with ConfigMap, Secret
    • Persistent volume using GCE disk
    • Manage resources with Helm, Terraform
    • Experience with Kubeflow cluster
    • L7 / L4 Load balancing

    JavaScript / CSS

    •  jQuery
    • Bootstrap

    Automation

    • Travis CI
    • Google Cloud Build
    • Terraform
    • Shell Scripting

      Cloud Provider

      • Google Cloud Platform (Main)
      • AWS
      • Cloudflare