Avatar of 盧彥廷.

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。
Logo of Tron Future Tech Inc.
Tron Future Tech Inc
Logo of 國立台灣科技大學 National Taiwan University of Science and Technology.
國立台灣科技大學 National Taiwan University of Science and Technology
台灣新竹市新竹

Skills

C/C++
Python
JavaScript
Linux
Git
Docker
tensorflow
OpenCV
PyTorch

Languages

English
Fluent

Work experiences

Logo of Tron Future Tech Inc.

資深工程師

Tron Future Tech Inc
Full-time

Dec 2022 ~ Present
Logo of 圓展科技股份有限公司.

Technical supervisor

圓展科技股份有限公司
Full-time

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

莎美娜實業股份有限公司
Full-time

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/)
Logo of Aeolus Robotics Corporation Limited.

Deep Learning Algorithm Developer

Aeolus Robotics Corporation Limited
Full-time

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.

Educations

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

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

Master’s Degree
機械工程, 控制組

2015 - 2017
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