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盧彥廷
Senior software engineer
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盧彥廷

Senior software engineer
目前為資深軟體工程師,我喜歡理論與實作並專注於影像/訊號處理及數學演算,從事影像處理與資料視覺化的題目,工作會用到機器學習套件及及網頁前端的工具。
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Tron Future Tech Inc
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國立台灣科技大學 National Taiwan University of Science and Technology
台灣新竹市新竹

Professional Background

  • Current status
    Employed
    Open to opportunities
  • Profession
    C,C++ Developer
    Python Developer
    Software Engineer
  • Fields
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    None
  • Skills
    C/C++
    Python
    JavaScript
    Linux
    Git
    Docker
    tensorflow
    OpenCV
    PyTorch
  • Languages
    English
    Fluent
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    演算法工程師
  • Desired work locations
  • Freelance

Work Experience

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資深工程師

Dec 2022 - Present
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Technical supervisor

Nov 2021 - Nov 2022
1 yr 1 mo
Job Title: [Technical Supervisor] — AI image processing develop Including: Al image processing (edge detection, facial post processing) research and deploy and optimize performance — (inference to system and intergration): [ Python to C++ ] Common development tools: 1. Torch(pytorch and libtorch) 2. Onnxruntime 3. Opencv (opencv-python and C++) 4. QT5 function integration

訊號處理演算法工程師

Aug 2020 - Mar 2021
8 mos
Job Title: [Signal Processing Algorithm Developer] — Human-signal processing (ECG) Focus on wearable device function development: [Python] Including: 1. ECG signal processing. 2. Prepare and process pandas data frame 3. Build LSTM model. 4. Heart rate signal processing. 5. Build frontend and backend webserver.(flask/html/javascript/)
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Deep Learning Algorithm Developer

Jan 2018 - May 2020
2 yrs 5 mos
Job Title: [Deep Learning Algorithm Developer] — 1. Paper study and reproduce usable code to benchmark its performance. 2. Object detection project (one stage SSD). 3. Visual tracking. (Train LSTM model) 4. Reinforcement learning: Robot and simulator implement. (Platform: OpenAI, Environment: Mujoco、Gazebo) 5. ROS packages develop. (Node develop like vision module and camera calibration and detection) 6. Gesture control robot. 7. Visualize data and help develop algorithm in WebTool. ( frontend implement use javascript/html/css/jQuery) 8. Help develop/test algorithm in WebTool.

Education

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Master’s Degree
機械工程, 控制組
2015 - 2017