Avatar of 郭哲宇.
郭哲宇
NLP Deep Learning Engineer
Profil
Postingan
12Koneksi
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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 Pilihan

Diunggah pada 27 Apr 2024

Latar Belakang Profesional

  • Status sekarang
    Sudah bekerja
    Siap untuk wawancara
  • Profesi
    Data Scientist
  • Bidang
    Intelegensi Artifisial/Pemelajaran Mesin
    Software
  • Pengalaman Kerja
    4-6 tahun (relevan 4-6 tahun)
  • Management
    Tidak ada
  • Skil
    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
  • Bahasa
    English
    Menengah
    Chinese
    Bahasa ibu atau Bilingual
  • Pendidikan tertinggi
    Master

Preferensi pencarian kerja

  • Jenis pekerjaan yang diinginkan
    Full-time
    Tertarik bekerja jarak jauh
  • Jabatan pekerjaan yang diinginkan
    NLP Deep Learning Engineer
  • Lokasi pekerjaan yang diinginkan
    Taipei City, Taiwan
    New Taipei City, Taiwan
    Hsinchu City, Taiwan 300
    United States
    Singapore
  • Bekerja lepas
    Non-pekerja lepas

Pengalaman Kerja

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NLP Deep Learning Engineer

11/2020 - Sekarang
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.

Edukasi

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Master
Information Technology
2018 - 2020
3.62/4 GPA
Deskripsi
Master’s Thesis: ”Solar Photovoltaic Power Forecasting Based on Machine Learning”
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2019 - 2019
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Sarjana
Information management
2014 - 2018
3.67/4 GPA