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黃柏瑞
AI engineer
Profil
Postingan
3Koneksi
Cetak
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黃柏瑞

AI engineer
Hi, I'm Ray. Currently, I am working in GiS Holding LTD as AI engineer and in charge of facial recognition and fall detection projects.
英特盛
國立中央大學
台灣新竹縣

Latar Belakang Profesional

  • Status sekarang
    Sudah bekerja
  • Profesi
    Machine Learning Engineer
    Research / R&D
    Data Scientist
  • Bidang
    Elektronik Konsumen
  • Pengalaman Kerja
    1-2 tahun (relevan 1-2 tahun)
  • Management
    Tidak ada
  • Skil
    Git
    AI & Machine Learning
    Python
    Image Processing
    Image Recognition
    Image Manipulation
    PyTorch
    Tensorflow (Keras)
    OpenCV
    NumPy
    Scikit-Learn
  • Bahasa
    English
    Fasih
    Japanese
    Menengah
  • Pendidikan tertinggi
    Master

Preferensi pencarian kerja

  • Jenis pekerjaan yang diinginkan
    Full-time
    Tertarik bekerja jarak jauh
  • Jabatan pekerjaan yang diinginkan
    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
  • Lokasi pekerjaan yang diinginkan
    Taiwan
    Japan
    Australia
    United States
  • Bekerja lepas
    Non-pekerja lepas

Pengalaman Kerja

AI engineer

03/2021 - Sekarang
Face Recognition Developing and deploying face recognition system on edge device. Mainly responsible for 1. Developing a framework to conduct face data augmentation (e.g. face's pose, eyeglasses, smile, etc.) from existing dataset. 2. Redesigning and Improving face detection model in the application field of wearing mask (RMSE of landmark with mask: 3.514 -> 3.45; wo mask: 2.926 -> 2.606). 3. Improving accuracy of face recognition model from 96.61 to 97.32. 4.Deploying face recognition system on IOS. Fall Detection Developing and deploying fall detection systems in the field of self-driving car and medical care. Mainly responsible for 1. Fine-tuning pre-trained model in different application fields. 2. Deploying AI model on Jetson nano.
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Image analysis engineer

07/2021 - 10/2021
4 mos
Taichung City, Taiwan
Image segmentation from hyperspectral images. Classification of traffic signs.

太空及遙測研究中心工讀生

09/2019 - 05/2021
1 yr 9 mos
行政業務

Edukasi

Master
遙測碩士學位學程
2019 - 2021
Sarjana
地球科學學系
2015 - 2019
Diploma
普通科
2012 - 2015

Sertifikasi dan Lisensi

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TOEIC

ETS
Kadaluwarsa 10/2023
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JLPT-N3

財團法人日本國際教育支援協會
Dibuat 01/2021
Tidak Ada Tanggal Kadaluwarsa