Avatar of 郭灃儀 (Fong-Yi Guo).
郭灃儀 (Fong-Yi Guo)
Data Scientist | Experienced in Data Engineering, Backend, and SRE
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郭灃儀 (Fong-Yi Guo)

Data Scientist | Experienced in Data Engineering, Backend, and SRE
I am a data scientist with diverse skills spanning data engineering, backend development, and site reliability engineering (SRE). Proficient in the Scrum framework, I excel at cross-functional team collaboration and am dedicated to solving complex problems efficiently. 我是一名資料科學家,具備多元技能,涵蓋資料工程、後端開發及 SRE(Site Reliability Engineering)。熟悉 Scrum 框架,擅長跨職能團隊合作,並致力於以高效的方法解決複雜問題。
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創星物聯科技股份有限公司
National Taiwan University
台北市, 台灣
Taiwan

Professional Background

  • Current Status
    Employed
  • Profession
    Data Scientist
    Data Engineer
    Machine Learning Engineer
  • Fields
    Internet of Things (IoT)
  • Work Experience
    2-4 years (6-10 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Python
    yolo
    Deep learning with TensorFlow
    LLM
    Machine Learning
  • Languages
    Chinese
    Native or Bilingual
    English
    Fluent
    German
    Beginner
  • Highest Level of Education
    Master

Job Search Preferences

  • Current Status
    Ready to interview
  • Desired Job Type
    Full-time
    Interested in working remotely
  • Desired Positions
    Data Scientist, Data Analyst, Machine Learning Engineer
  • Desired Work Locations
    Taipei City, Taiwan
    Tainan City, Taiwan
  • Freelance
    Part-time freelancer

Work Experience

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Data Scientist

May 2021 - Present
Taipei City, Taiwan
As a Data Scientist at Trans-IoT, I lead the development of AI-driven solutions for IoT applications, specializing in machine learning models, backend systems, and data engineering. I design and optimize data pipelines, implement scalable backend services, and ensure system reliability through SRE practices. In addition, I have contributed to government-funded research projects, such as flood detection using driving images, where I was involved in model development, solution design, and report writing. I collaborate with cross-functional teams and we are planning to implement MLOps for model deployment in the future. 作為 Trans-IoT 的資料科學家,我領導為物聯網應用開發 AI 驅動的解決方案,專注於機器學習模型、後端系統和資料工程。我負責設計和優化資料處理管道,實現可擴展的後端服務,並通過 SRE 實踐確保系統的可靠性。此外,我也參與了政府資助的科研專案,例如使用行車影像進行積淹水偵測,負責模型開發、解決方案設計及報告撰寫。我與跨職能團隊密切合作,並計劃未來導入 MLOps 以進行模型部署。
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研究助理(音樂認知研究)

Sep 2018 - Sep 2020
2 yrs 1 mo
Taipei City, Taiwan
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神經迴路與行為實驗室 研究助理

May 2017 - Sep 2018
1 yr 5 mos
Taipei City, Taiwan

Life Guard

Jun 2016 - Sep 2016
4 mos
Ensuring the safety of swimmers and patrons in shallow, deep and wave pool and Providing first aid to injured visitor.

Education

Master of Science (MS)
Cognitive Neuroscience
2017 - 2020
3.5/4.3 GPA
Bachelor of Science (BS)
Life Science
2011 - 2016