Hi! This is Yuan Li, New joined Software Engineer and Researcher in Computer Visualization.
My research lines in Data Mining and Computer Visualization. I am curious about explainable and user friendly visualization way for understanding results from Data Mining.
Currently, I am working as Software Engineer at Amazon(NYC).
MEng in Computer Science, 2021
New York University
BSc in Software Engineering, 2019
Developed signal energy feature extraction method on Arm Cortex-M using Segger.
Wrote unit tests and end-to-end tests to achieved 80% code coverage.
Developed a novel deep learning framework, achieving an excellent result compared to other solutions on the dataset provided by the PROSTATEx Challenge.
Outperformed other traditional neural networks with 5.2x speedup and 4.56% acc improvement.
Implemented an End-to-End system based on Aster and CTPN.
Built an automatic system which can generate Chinese data automatically, containing 10,000 pieces of images, 6-10 chars for each image. Reached 6.72% improvement over baseline.
Preprocessed the original CT images.
Built the Neural Network based on U-net, for identifying suspected pulmonary nodules.
Published paper《A Hybrid Model: DGnet-SVM for the Classification of Pulmonary Nodules》.