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Avatar of the user.
Avatar of the user.
Khả dụng cho các công ty trả phí
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
Trong vòng một tháng
Python
R
Natural Language Processing (NLP)
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立政治大學（National Chengchi University）
・
資訊科學系
Avatar of 梁賦康 （Foo-Hong, Leong）.
Avatar of 梁賦康 （Foo-Hong, Leong）.
梁賦康 （Foo-Hong, Leong）
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
Trong vòng một tháng
梁賦康 （Foo-Hong, Leong） Taoyuan City, Taiwan Email: [email protected] Tel:Skills • Languages: Python • DataBases: MySQL, SQLite • Infrastructure tools: Github • Machine learning libraries: TensorFlow, Keras, and Scikit-learn • Data visualization tools: Power BI, Seaborn and Matplotlib • Deployment: Streamlit Summary I have been working in Motor Manufacturing Industry for 8 years. My first programming was going to my Bachelor's degree, C++ was the first program I learned. Then I started to learn Python in 2018 at TEDU and my first project was the Stock Trend Prediction by CNN. I kept
Python
Power BI
Data Analytics
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
國立成功大學 National Cheng Kung University
・
Mechanical Engineering
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Avatar of the user.
Khả dụng cho các công ty trả phí
Past
Senior Data Analyst @趨勢科技
・
2022 ~ Hiện tại
Data Scientist, Data Analyst, Machine Learning Engineer
Trong vòng một tháng
python
R
SQL
Thất nghiệp
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
輔仁大學 Fu Jen Catholic University
・
統計資訊學系
Avatar of Nelson Chen.
Avatar of Nelson Chen.
Nelson Chen
Senior engineer @Chicony Electronics Co, Ltd.
・
2018 ~ Hiện tại
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Trong vòng một tháng
Nelson Chen Senior engineer Dedicated Software Engineer with 6+ Years of Experience Senior software engineer specializing in web page development and deep learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. ．Build an Auto-Encoder AI model for defective detection. ．Build an object detection model for detecting car types. ．Developed a Front-End and Back-End website for data analysis. ．Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd ．Developed and maintained MFP driver
Python
C
C++
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National Taiwan Ocean University
・
Computer science and engineering
Avatar of 傅群.
Avatar of 傅群.
傅群
Data Science Competition Participant @Self-Employed
・
2020 ~ Hiện tại
資料科學家
Trong vòng một tháng
傅群| [email protected] https://www.linkedin.com/in/chun-fu/ https://www.kaggle.com/patrick0302 我是一名擁有豐富機器學習和數據分析經驗的專業人士，包含了學術界的博士學歷及豐富的業界經驗，尤其在能源和建築領域有著全面的專案經驗。以下是我職業生
Microsoft Office
python
machine learning
Đang học tập
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National University of Singapore
・
Department of building
Avatar of 蕭舜誠-Shawn.
Avatar of 蕭舜誠-Shawn.
蕭舜誠-Shawn
Firmware Engineer @Lanner Electronics Inc.
・
2021 ~ Hiện tại
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Trong vòng một tháng
and a Bachelor’s degree in Electronic Engineering from the NKFUST. Proficient in firmware development using C, with hands-on experience in Embedded Linux System, MCU and Linux System, such as the OOB solution(on NUC980), Platform software Package, and FreeRTOS(on STM32) . comprehended to Python, TensorFlow, and machine learning concepts during university studies. Furthermore, I have proven track record of independently tackling challenging technical projects and embracing new technologies. I am passionate about continuous learning and self-improvement, as evidenced by my engagement in OOB solution, FreeRTOS, Yocto Linux kernel and machine learning with Python
C
ARM
Linux
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立高雄科技大學（原國立高雄第一科技大學）
・
電子工程
Avatar of 鄒適文.
Avatar of 鄒適文.
鄒適文
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
・
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Trong vòng một tháng
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Thất nghiệp
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
台灣大學
・
大氣科學所
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 ~ Hiện tại
AI Engineer
Trong vòng một tháng
retraining models/in production. Working in RPA( Robotic Process Automation) team, Web Scraping(crawler) and automating routine tasks to achieve labor cost reduction. JuneMay 2020 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
Python
SQL
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立台灣大學 National Taiwan University
・
Business Administration
Avatar of 曾儀婷.
Avatar of 曾儀婷.
曾儀婷
Cloud Solution Architect
Trong vòng hai tháng
improve custo mer targeting, efficiency of back-office operations, and reduced costs through AWS IoT, Big Data, and Machine Learning solutions # AWS IoT Core, AWS IoT Event, AWS IoT Analytics, AWS Greengrass, AWS Glue, AWS Kinesis Service, AWS S3, AWS API Gateway, AWS lambda, AWS Step Function Design hands-on tutorials for the training course - AWS solutions architect, security, Develop, IoT, big data, and Machine Learning tutorials - Azure solutions architect Develop and Design patten for e-learning platform - Designed strict lab policy for e-learning platform lab and reducing 75% of the total cost - Azure pat...
JavaScript
Python
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立臺灣科技大學
・
資訊管理
Avatar of the user.
Avatar of the user.
Khả dụng cho các công ty trả phí
資料科學家 主任 @太古汽車集團_英屬維京群島商太古國際汽車股份有限公司台灣分公司
・
2022 ~ Hiện tại
Data Scientist, Data Analyst, Machine Learning Engineer, Supply Chain Manager, Data Science Manager,
Trong vòng một tháng
SEO Optimization
SEO strategy
Google Analytics
Đã có việc làm
・
Bật trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
麻省理工學院Massachusetts Institute of Technology
・
Data Science and Machine Learning

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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.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
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Trong vòng một năm
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 ~ Hiện tại
Taipei City, 台灣
Professional Background
Tình trạng hiện tại
Đã có việc làm
Tiến trình tìm việc
Tắt trạng thái tìm việc
Professions
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Kinh nghiệm làm việc
4-6 năm
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Chưa có
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MSSQL
MongoDB
Python
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RESTfulAPI
Data Visualization
DevOps
Kubernetes
Google Cloud Platform
GraphQL
Helm
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Backend Engineer
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Full-time
Địa điểm
Taipei City, 台灣
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Không.
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Trường học
臺灣科技大學
Chuyên ngành
資訊管理
In

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
    Hồ sơ của tôi
    In

    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