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Guan-Ru Chen
Machine Vision Analyst
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Guan-Ru Chen

Machine Vision Analyst
國立高雄大學資訊工程學系碩士班畢業,已準備好投入職場,對於資料科學與異常檢測領域非常有興趣,研究所期間主要研究RNN、AutoEncoder、Reinforcement Learning、Meta Learning等方法在異常檢測任務上的適應性與準確度比較。另外,我也常與實驗室夥伴組隊參加全國競賽,負責應用深度學習進行模型車轉向預測和影像分割的專案,並和團隊整合作品發表。我具備積極主動的學習態度,也樂於追求新的挑戰。面對問題時會自行尋找答案,難以解決的問題也會虛心求教。期待未來能為公司帶來貢獻與改變。
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鴻海科技集團 Foxconn
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國立高雄大學
Pingtung, Pingtung City, Pingtung County, Taiwan 900

Professional Background

  • Current status
    Employed
    Not open to opportunities
  • Profession
    Data Scientist
    Machine Learning Engineer
    Data Engineer
  • Fields
    Big Data
    Artificial Intelligence / Machine Learning
    Internet of Things (IoT)
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
    None
  • Skills
    Data Analysis
    Data Visualization
    Data Science
    Image Recognition
    Big Data Technologies
    Machine Learning
    Deep Learning
    Python
    TensorRT
    MongoDB
    Keras
    Tensorflow
  • Languages
    English
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Kaohsiung City, Taiwan
    Tainan City, Taiwan
    Taichung City, Taiwan
    Hsinchu City, Taiwan 300
    Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

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Machine Vision Analyst

May 2023 - Present
Kaohsiung City, Taiwan
2023.5 ~ now: Acceleration of object detection model using TensorRT (python/C++ API) 2023.7 ~ 2023.9: Storage of object detection metadata using MongoDB time-series collection
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Intern

Jul 2020 - Sep 2022
2 yrs 3 mos
Kaohsiung City, Taiwan
Collaborate with NXP IT department and integrate AI technology in chip production line 2020.7 ~ 2020.12: Detect abnormal motion on robotic arm using MCUXpresso, FRDM-K22F-AGM01 2021.1 ~ 2022.9 : Apply anomaly detection technology to detect the abnormal operation of cloud servers and AutoML technology management

Education

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Master’s Degree
資訊工程學系
2020 - 2023
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Bachelor’s Degree
資訊科學系
2016 - 2020

Licenses & Certifications

行動裝置程式設計學分學程

國立屏東大學
Issued Jun 2020
No Expiration Date