Avatar of 郭哲宇.
郭哲宇
NLP Deep Learning Engineer
Profile
Posts
12Connections
印刷
Avatar of the user.

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.
Logo of the organization.
工業技術研究院 (工研院,ITRI)
Logo of the organization.
National Yunlin University of Science and Technology
台灣台北

Featured Resume

Uploaded on 4月 27日 2024

Professional Background

  • 現在の状況
    就職中
    面接の用意ができています
  • Profession
    Data Scientist
  • Fields
    人工知能/機械学習
    ソフトウェア
  • 職務経験
    4〜6年 (4〜6年関連の実務経験)
  • Management
    なし
  • 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
    LangChain
  • Languages
    English
    中級者
    Chinese
    ネイティブまたはバイリンガル
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    フルタイム
    リモートワークに興味あり
  • Desired positions
    NLP Deep Learning Engineer
  • 希望の勤務地
    Taipei City, Taiwan
    New Taipei City, Taiwan
    Hsinchu City, Taiwan 300
    United States
    Singapore
  • Freelance
    非フリーランス

Work Experience

Logo of the organization.

NLP Deep Learning Engineer

11月 2020 - 現在
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

9月 2018 - 6月 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.
Logo of the organization.

Engineer Intern

7月 2017 - 7月 2018
1 yr 1 mo
Kaohsiung City, Taiwan
◦ Designed and created virtual reality (VR) medical applications by utilizing Unity and Arduino technologies.

Education

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