NengChien Wang
Senior Algorithm Engineer
Collaborative and skilled senior software/algorithm engineer with five years of experience in approaching software development challenges with a positive and solutions-oriented mindset.
I have extensive experience in software infrastructure development, including building distributed inference system and Continuous Integration(CI) systems. I am also proficient in computer vision and machine learning algorithms and have worked on numerous projects including object detection, object tracking, face recognition, social distancing estimation, license plate recognition, image stitching, voice recognition, and more.
At my company, I am known as the go-to problem solver who is always looking to innovate and find efficient solutions. I thrive on expanding my knowledge of coding and the challenge of being an algorithm engineer truly brings me passion in my work.
DOINT
National Taiwan University
Hsinchu City, 台灣
专业背景
- 目前状态待业中
- 专业C/C++ 开发人员・Python 开发人员・机器学习工程师
- 产业
- 工作年资4 到 6 年 (6 到 10 年相关工作经验)
- 管理经历我有管理 1～5 人的经验
- 技能
- 语言能力English・中阶
- 最高学历硕士
求职偏好
- 预期工作模式全职・对远端工作有兴趣
- 希望获得的职位Software engineer, Image Processing engineer, Algorithm engineer
- 期望的工作地点Hsinchu City, 台灣
- 接案服务
工作经验
Senior Software Engineer
台灣新竹市新竹
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.
2. Implemented CI processes for several modules.
3. Developed multiple operational test flows for various OP.
Senior Al Engineer
台灣台北市
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.
Senior Al Engineer
台灣新竹市新竹
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
2. Vehicle tracking
3. Trash throw detection
4. Customized augmentation tools
5. Porting algorithms to embedded devices
6. Transferring models between different frameworks such as Darknet, ONNX, TensorFlow, SNPE, and TensorRT.
Senior Algorithm Engineer
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.
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
Algorithm Engineer
Develop state-of-the-art algorithms in the field of the multi-camera system. I've been handled with the projects below.
1. Image Stitching.
2. Object matching for multi-camera.
3. People Counting with low resolution.
AI Engineer
Develop the algorithm on AOI and IoT. The projects I've been investigated are listed below.
1. Automated Defect Detection
2. License Plate Recognition
3. Face Recognition
4. Voice Keyword Segmentation/Recognition
Algorithm Engineer
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:
1. People Counting
2. License Plate Recognition
3. Big Data Analysis
学历
Master’s Degree
・
Communication Engineering简介
Develop innovative algorithms in image processing, as below:
1. Increase the efficiency of deblurring the high-resolution image with 30-50%
2. Image recovering and depth estimation in Multi-camera.
3. Recover the motion-blurred image by utilizing the accelerometer.
Publish four conference papers.
1. “Image deblurring via block-based non-blind deconvolution algorithm.” Computer Vision, Graphics, and Image Processing, Yilan, Taiwan.
2. “Image deblurring by accelerometers of mobile phones.” Computer Vision, Graphics, and Image Processing, Yilan, Taiwan.
3. “Efficient image deblurring via blockwise non-blind deconvolution algorithm.” International Conference on Information, Communications and Signal Processing, Singapore, Dec. 2015.
4. “Morphology-based disparity estimation and rendering algorithm for light field images.” IEEE International Conference on Consumer Electronics-Taiwan, Nantou, Taiwan, May 2016.
Bachelor’s Degree
・
Commuication Engineering