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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

CV chính

Cập nhật vào lúc thg 4 27 2024

Trình độ chuyên môn

  • Tình trạng hiện tại
    Đã có việc làm
    Sẵn sàng phỏng vấn
  • Nghề nghiệp
    Data Scientist
  • Lĩnh vực
    Trí tuệ nhân tạo/ Máy học
    Phần mềm
  • Kinh nghiệm làm việc
    4-6 năm (4-6 năm liên quan)
  • Kinh nghiệm quản lý
    Chưa có
  • Kỹ năng
    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
  • Ngôn ngữ
    English
    Trung cấp
    Chinese
    Bản địa hoặc song ngữ
  • Trình độ học vấn cao nhất
    Master

Ưu tiên tìm kiếm việc làm

  • Hình thức làm việc mong muốn
    Full-time
    Quan tâm đến làm việc từ xa
  • Vị trí làm việc mong muốn
    NLP Deep Learning Engineer
  • Địa điểm làm việc mong muốn
    Taipei City, Taiwan
    New Taipei City, Taiwan
    Hsinchu City, Taiwan 300
    United States
    Singapore
  • Freelance
    Không phải freelancer

Kinh nghiệm làm việc

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NLP Deep Learning Engineer

11/2020 - Hiện tại
Hsinchu County, Taiwan
◦ 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

09/2018 - 06/2020
1 yr 10 mos
Yunlin County, Taiwan
◦ 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

07/2017 - 07/2018
1 yr 1 mo
Kaohsiung City, Taiwan
◦ Designed and created virtual reality (VR) medical applications by utilizing Unity and Arduino technologies.

Học vấn

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