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郭哲宇
NLP Deep Learning Engineer
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郭哲宇

NLP Deep Learning Engineer
Software Developer with 6 years of experience, encompassing 5 years of machine learning expertise and 2 years of web backend development proficiency.
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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

Professional Background

  • Current status
    Employed
    Ready to interview
  • Profession
    Data Scientist
  • Fields
    Artificial Intelligence / Machine Learning
    Software
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    None
  • Skills
    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
  • Languages
    English
    Intermediate
    Chinese
    Native or Bilingual
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Machine Learning Engineer
  • Desired work locations
    Taipei City, Taiwan
    New Taipei City, Taiwan
    Hsinchu City, Taiwan 300
    United States
    Singapore
  • Freelance
    Non-freelancer

Work Experience

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NLP Deep Learning Engineer

Nov 2020 - Present
Hsinchu County, Taiwan
◦ Developing and deploying web crawlers to regularly fetch, update, and perform ETL processes for data. ◦ Crafting and implementing cutting-edge deep learning models for data analysis and prediction. ◦ Creating and maintaining web RESTful APIs to facilitate data access and integration. ◦ Managing CI/CD workflows with Jenkins for efficient development and deployment.

Research Assistant

Sep 2018 - Jun 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

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

Education

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