Senior Engineer(VicoreLogic) Dec 2023 - Now

1. Enhance the Image Signal Processor (ISP) algorithm, especially in 2D/3D noise reduction. Leverage cutting-edge techniques from both deep learning and image processing for a comprehensive improvement.

2. Tuning of parameters to achieve optimal image quality.

Principle Engineer(Fitipower) May 2023 - Dec 2023

1. Established standardized software development process for SW AI team.

2. Refined the code of projects involving TinyML and TVM to enhance reusability and readability.

3. Designed and developed an AI Audio System from scratch, including the conversion of the program into C code for FPGA implementation, and integrated Keyword Spotting (KWS) and Automatic Speech Recognition (ASR) functionalities.

Senior Software Engineer(Deep Ocean International) Mar 2021 - Feb 2023

1. Develop a complex distributed inference system software product, starting from the conceptual design stage and guiding the project through all phases, from development to successful release of our first-generation product(NPU). (core libraries, python API, c++ API, and documents)  [python, c/c++, , shell script, cmake]

2. Implemented CI processes for several modules. [python, shell script, git]

3. Developed multiple operational test flows for various OP. [c/c++, python]

4. Develop some passes for reconstructing the combination of OPs to make new model compatible with our chip. [python]

Reason for leaving: The company went bankrupt and I was forced to leave my position.

Senior Al Engineer(ViewSonic)  Oct 2020 - Mar 2021

Develop a social distancing estimation project from the ground up, utilizing C++ programming language and incorporating both camera and lidar technologies. The project will be optimized for embedded devices. [c/c++, python]

Reason for leaving: Headhunter offered me a job with more competitive salary.

Senior Al Engineer(BOVIA)  June 2020 - Oct 2020

Led AI teams in developing computer vision algorithms for embedded systems, while also establishing standard operating procedures for training machine learning models. Notable projects include:

1. License plate recognition [c/c++, python] 

2. Vehicle tracking [python]

3. Trash throw detection [python]

4. Customized augmentation tools [python]

5. Porting algorithms to embedded devices - Android Phone and JetsonNano.[c/c++] 

6. Transferring models between different frameworks such as Darknet, ONNX, TensorFlow, SNPE, and TensorRT. [python, c/c++]

Reason for leaving: I was offered a new opportunity by a former manager who has recruited me to join ViewSonic.

Senior Algorithm Engineer(Leedarson)  Aug 2019 - June 2020

Develop the computer vision algorithm for the IoT products. Implement and adjust the latest deep learning model for solving the object detection problems, and evaluate those performances. The project I've been in charge of are listed below. [python]

1. Object Detection/Classification. 

2. Object Tracking. 

3. Interactive Image Segmentation with GUI for intelligent ROI system.

4. Data Augmentation Tools with GUI. 

5. Blur Detection on the image of the human face. 

6. People Counting with GUI.

7. Establish an efficient standard procedure on training neural network models from data processing to model evaluation.

8. Over the Wall detection with GUI.

9. Web Crawler

Reason for leaving: The office of company in Hsinchu was closed.

Algorithm Engineer(Gooee)  May. 2019 - Aug. 2019 

Develop state-of-the-art algorithms in the field of the multi-camera system. I've been handled with the projects below. [c/c++, python]

1. Image Stitching. 

2. Object matching for multi-camera. 

Reason for leaving: The company went bankrupt.

Algorithm Engineer(Huperlab)  Nov. 2017 - Mar. 2019

Develop the algorithm on the system of surveillance cameras by utilizing image processing and deep learning. I've been in charge of the projects as below: [c/c++, python]

1. People Counting 

2. License Plate Recognition 

3. Big Data Analysis