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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

职场能力评价

精选履历

上传于 2024年4月27日

专业背景

  • 目前状态
    就职中
    正在积极求职中
  • 专业
    数据科学家
  • 产业
    人工智能 / 机器学习
    软件
  • 工作年资
    4 到 6 年 (4 到 6 年相关工作经验)
  • 管理经历
  • 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
  • 语言能力
    English
    中阶
    Chinese
    母语或双语
  • 最高学历
    硕士

求职偏好

  • 预期工作模式
    全职
    对远端工作有兴趣
  • 希望获得的职位
    NLP Deep Learning Engineer
  • 期望的工作地点
    台灣台北市
    台灣新北市
    台灣新竹市
    美國
    新加坡
  • 接案服务
    不提供接案服务

工作经验

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NLP Deep Learning Engineer

2020年11月 - 现在
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 个月
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 个月
台灣高雄市
◦ Designed and created virtual reality (VR) medical applications by utilizing Unity and Arduino technologies.

学历

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Master’s Degree
Information Technology
2018 - 2020
3.62/4 GPA
简介
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