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.
Skills
Languages
English
・
Intermediate
Work experiences
Senior Software Engineer
DOINT・Full-time
Mar 2021 ~ Feb 2023
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2 yrs 0 mosHsinchu, Hsinchu City, Taiwan
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
ViewSonic International Corporation・Full-time
Oct 2020 ~ Mar 2021
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6 mosTaipei City, Taiwan
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
BOVIA・Full-time
Jun 2020 ~ Oct 2020
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5 mosHsinchu, Hsinchu City, Taiwan
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
Leedarson Co. Ltd.
Aug 2019 ~ Jun 2020
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11 mosDevelop 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
Gooee Co. Ltd.
May 2019 ~ Aug 2019
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4 mosDevelop 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
Machvision Co. Ltd.
Apr 2019 ~ May 2019
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2 mosDevelop 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
Huperlab Co. Ltd.
Nov 2017 ~ Feb 2019
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1 yr 4 mosDevelop 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
Educations
National Taiwan University
Master’s Degree・Communication Engineering
2013 - 2016
Description
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.
National Central University
Bachelor’s Degree・Commuication Engineering
2007 - 2012
