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郭哲宇
NLP Deep Learning Engineer
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郭哲宇

NLP Deep Learning Engineer
Software Engineer with 6 years of experience, including 5 years of expertise in machine learning and 2 years of proficiency in web backend development. Demonstrated success in AI-related competitions, having participated in multiple events and secured 5 top-tier awards.
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工業技術研究院 (工研院,ITRI)
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National Yunlin University of Science and Technology
台灣台北

職場能力評價

精選履歷

上傳於 2024年4月27日

專業背景

  • 目前狀態
    就職中
    正在積極求職中
  • 專業
    數據科學家
  • 產業
    人工智慧 / 機器學習
    軟體
  • 工作年資
    4 到 6 年 (4 到 6 年相關工作經驗)
  • 管理經歷
  • 技能
    Python
    Pytorch
    Keras
    Elasticsearch
    Gensim
    NLTK
    Scikit-Learn
    Jenkins
    FastAPI
    Jupyter
    Docker
    Git
    Information Retrieval
    Named Entity Recognition
    Question Answering
    Image Classification
    Object Detection
    Time Series Forecasting
    Recommendation System
    Matplotlib
    Plotly
    Microsoft Power BI
    Tableau
    Hugging Face
    Linux
    Docker Compose
    LangChain
  • 語言能力
    English
    中階
    Chinese
    母語或雙語
  • 最高學歷
    碩士

求職偏好

  • 預期工作模式
    全職
    對遠端工作有興趣
  • 希望獲得的職位
    NLP Deep Learning Engineer
  • 期望的工作地點
    台灣台北市
    台灣新北市
    台灣新竹市
    美國
    新加坡
  • 接案服務
    不提供接案服務

工作經驗

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NLP Deep Learning Engineer

2020年11月 - 現在
台灣新竹縣
◦ Designing and implementing efficient processes for extracting, transforming, and loading text data. ◦ Crafting and implementing cutting-edge deep learning models for prediction and information retrieval. ◦ Creating and maintaining web beckend RESTful APIs to facilitate data access and integration. ◦ Managing CI/CD workflows with Jenkins for efficient development and deployment.

Research Assistant

2018年9月 - 2020年6月
1 年 10 個月
台灣雲林縣
◦ Developed and executed cutting-edge AI algorithms to address complex challenges in time series analysis, image object detection, natural language processing, and data dimensionality reduction.
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Engineer Intern

2017年7月 - 2018年7月
1 年 1 個月
台灣高雄市
◦ Designed and created virtual reality (VR) medical applications by utilizing Unity and Arduino technologies.

學歷

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Master’s Degree
Information Technology
2018 - 2020
3.62/4 GPA
簡介
Master’s Thesis: ”Solar Photovoltaic Power Forecasting Based on Machine Learning”
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2019 - 2019
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Bachelor’s Degree
Information management
2014 - 2018
3.67/4 GPA