Avatar of 郭哲宇.

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 工業技術研究院 (工研院,ITRI).
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

Featured Resume

Uploaded on Apr 27th 2024

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
Intermediate
Chinese
Native or Bilingual

Work experiences

Logo of 工業技術研究院 (工研院,ITRI).

NLP Deep Learning Engineer

工業技術研究院 (工研院,ITRI)

Nov 2020 ~ Present
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

Yuntech Big Data Research Center

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.
Logo of 哈瑪星科技股份有限公司.

Engineer Intern

哈瑪星科技股份有限公司

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.

Educations

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National Yunlin University of Science and Technology

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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Chiba University

2019 - 2019
Logo of National Kaohsiung University of Science and Technology.

National Kaohsiung University of Science and Technology

Bachelor’s Degree
Information management

2014 - 2018
3.67/4 GPA
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