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AI Engineer @Playsee
2022 ~ Hiện tại
資料分析師、資料科學家、產品經理
Trong vòng một tháng
作結構方程人類網路成癮互動之行為模型。 2. 以DTI影像以統計方法分析,找出老化與特定認知功能相關之biomarker。 程式語言:MATLAB、Linux 作業系統/工具:Windows, Linux 專案或產品計畫: 1. 老化大腦連結與認知控制:評估與介入橫斷後續研究 2. 科技部計畫:網
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Sẵn sàng phỏng vấn
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4-6 năm
National Cheng Kung University
心理所(認知科學所)
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資深軟體工程師 @希恩體感科技股份有限公司 CyweeMotion Inc.
2021 ~ Hiện tại
Software Engineer / Algorithm Engineer / Firmware Engineer
Trong vòng một tháng
動的動作識別開發經驗 Python 程式開發 熟悉 Pandas 、 NumPy 、Matplotlib 、Plotly FastAPI 、 Jinja2 、 Bootstrap 前後端建置經驗 Ctypes 連接 C/C++ API 應用經驗,加速運算效率 MATLAB 程式開發 MATLAB 模擬與訊號分析經驗 熟悉 MATLAB 基本程式撰寫以及部分 Toolbox 接通 MCU 硬體,將資料實時傳輸到 MATLAB 上分析 嵌入式系
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Bật trạng thái tìm việc
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6-10 năm
中原大學 Chung Yuan Christian University
電機工程
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Product Manager @Linker Vision
2023 ~ Hiện tại
PM/產品經理/專案管理
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Business Development
Deep Learning
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國立台灣科技大學 National Taiwan University of Science and Technology
電機工程

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Machine Learning Engineer
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日新軟體股份有限公司
2021 ~ Hiện tại
台灣新北
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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
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台灣新北, 台灣台北, 台灣新竹縣, 台灣新竹市
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國立臺北科技大學
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機電整合所
In

Eddy Chen

Machine Learning Engineer

  New Taipei City, Taiwan

2 years of experience in self-driving car project and  focus mainly on object detection, sensor fusion and sensor calibration.

3+ years of experience in machine learning. Used to conduct research  in medical AI projects and possess experience in implement real-world end-to-end ML project .


    

Skills

Programming Languages 

  • Python
  • C++
  • SQL

Machine Learning

  • TensorFlow
  • Pytorch
  • Scikit-learn
  • Matplotlib

Others

  • FastAPI
  • Docker
  • Redis
  • Linux

Certification

  Taiwan AI Academy - AI Technical Professionals Program

  NVIDIA DLI Certificate – Applications of AI for Anomaly Detection

Work Experience

Machine Learning Engineer

NEUTEC  •  May 2021 - Present

  • Develop, optimize and maintain the machine learning algorithm for internal process automation.
  • Deploy machine learning models as web services or on edge devices.

NEUTEC

Project Engineer

ACER  •  Nov 2017 - Apr 2021

【Deep Learning】

  • Cardiac Ejection Fraction Estimation
    • Video classification model training for estimating ejection fraction scores.
    • Semantic segmentation model training for identifying ventricular contractions and providing visualization.
  • Fall Detection
    • Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
    • Experiments design and collect training data.


【Self-Driving Car】

  • Perception
    • Developed sensor fusion algorithms that combine data from multiple sensors (LiDAR, radar, camera, etc.) to generate a more accurate and reliable understanding of the environment.
  • Software Integration
    • System integration and real car tests at Taiwan CAR Lab and Taipei University.

Education

National Taipei University of Technology

Institute of Mechatronic Engineering  •  2015 - 2017

【Research Field】

- Computer vision and image processing

- Advanced Driver Assistance Systems (ADAS)

【Journal and Conference】

- SCI paper is accepted 

Around View Monitoring-Based Vacant Parking Space Detection and Analysis

- Oral presentations at conference

A visual method for the detection of available parking slots

Tech

Resume
Hồ sơ của tôi

Eddy Chen

Machine Learning Engineer

  New Taipei City, Taiwan

2 years of experience in self-driving car project and  focus mainly on object detection, sensor fusion and sensor calibration.

3+ years of experience in machine learning. Used to conduct research  in medical AI projects and possess experience in implement real-world end-to-end ML project .


    

Skills

Programming Languages 

  • Python
  • C++
  • SQL

Machine Learning

  • TensorFlow
  • Pytorch
  • Scikit-learn
  • Matplotlib

Others

  • FastAPI
  • Docker
  • Redis
  • Linux

Certification

  Taiwan AI Academy - AI Technical Professionals Program

  NVIDIA DLI Certificate – Applications of AI for Anomaly Detection

Work Experience

Machine Learning Engineer

NEUTEC  •  May 2021 - Present

  • Develop, optimize and maintain the machine learning algorithm for internal process automation.
  • Deploy machine learning models as web services or on edge devices.

NEUTEC

Project Engineer

ACER  •  Nov 2017 - Apr 2021

【Deep Learning】

  • Cardiac Ejection Fraction Estimation
    • Video classification model training for estimating ejection fraction scores.
    • Semantic segmentation model training for identifying ventricular contractions and providing visualization.
  • Fall Detection
    • Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
    • Experiments design and collect training data.


【Self-Driving Car】

  • Perception
    • Developed sensor fusion algorithms that combine data from multiple sensors (LiDAR, radar, camera, etc.) to generate a more accurate and reliable understanding of the environment.
  • Software Integration
    • System integration and real car tests at Taiwan CAR Lab and Taipei University.

Education

National Taipei University of Technology

Institute of Mechatronic Engineering  •  2015 - 2017

【Research Field】

- Computer vision and image processing

- Advanced Driver Assistance Systems (ADAS)

【Journal and Conference】

- SCI paper is accepted 

Around View Monitoring-Based Vacant Parking Space Detection and Analysis

- Oral presentations at conference

A visual method for the detection of available parking slots

Tech