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Siao
Machine Learning Engineer
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Siao

Machine Learning Engineer
專業設計量化問題的統計量,有數據模擬、建模、驗證的經驗。 長期研究中文的自然語言處理,近期工作是處理 Real-time bidding 相關的問題。
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現觀科技 Groundhog Technologies
國立政治大學
Taipei, 台灣

Professional Background

  • Current status
    Employed
    Open to opportunities
  • Profession
    Data Scientist
    Machine Learning Engineer
    Big Data Engineer
  • Fields
    AdTech / MarTech
    Digital
    IT / Digital
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    R
    python
    Clickhouse
    Redis
    MongoDB
    ElasticSearch
    GraphQL
    MinIO
    Ubuntu Linux
    RESTful API
    gRPC
    Kubernetes
    Docker
    Container
    Kafka
    SocketIO
    Pytorch/Tensorflow
    Transformers
    HuggingFace 🤗
    Github
    GitLab
    GitLab CI
    C++
    Rust
    NodeJS
    ONNX
    OpenVino
    Golang
  • Languages
    English
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Not interested in working remotely
  • Desired positions
    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
  • Desired work locations
    Taipei, Taiwan
  • Freelance
    Non-freelancer

Work Experience

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Machine Learning Engineer

10월 2020 - Present
- real-time bidding strategy in digital advertising. - Ad selection, Budget Controller - CTR model inference time speed up 40% - CTR model training time speed up 600% - De-anonymization, Historical Browse

Data analyst

6월 2017 - 9월 2020
3 yrs 4 mos
- Built a pipeline for web corpus and carried out 62 project reports. - Completed evaluation about of the influence of celebrities on social media. - Predicted votes of candidates

Education

Master of Science (MS)
統計學
2015 - 2017
4.3/5 GPA