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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。

國立台灣科技大學 National Taiwan University of Science and Technology

Senior software engineer

盧彥廷

Tron Future Tech Inc

資深工程師

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

圓展科技股份有限公司

Technical supervisor

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/)

莎美娜實業股份有限公司

訊號處理演算法工程師

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. 

盧彥廷’s posts