R&D on hotel ranking

Research domain: MRI and Whole Slide Imaging (WSI) lesion segmentation / classification algorithm development. Single-cell gene expression data analysis.Projects:- [Web server R&D] single-cell gene expression analysis.- [4D segmentation] 3D Tumor segmentation from 3D+t breast DCE-MRI sequence- [Image semantic segmentation] Breast ductal lesion segmentation and cancer classification from WSI image.- [Image segmentation] Region segmentation on immune cell and tumor from PD1/PDL1 expression WSI image.- [Data clustering] Ensemble clustering single-cell RNA-seq data.

Senior engineer in 2012 Lab, Huawei Shenzhen. Research domain: Image Processing, Computer Vision, Deep Learning, and AutoDriveProjects:- Panorama and depth image reconstruction from 3D point cloud for 3D distance measurement.- Optimization of image classification (Diabetic Retinopathy Detection) - Real time hand gesture detection based on two-stream CNN for real-time video- Develop end-to-end steering angle prediction deep learning solution on based on Nvidia CNN solution. Corporation with University of Waterloo, Canada.

Lab CREATIS INSA-LYONMedical image processing1. Hyper-complex signal from Clifford algebra2. MRI myocardium motion estimation on by hyper-complex phase images3. 2D/3D UltraSounds RF envelope detection

Final internship before receiving/being granted degreeDevelop a new algorithm for a surface inspection system: Segmentation and classification of images, by Linux, Python and OpenCV

Hardware team for keyborad and webcam. webcam image quality testing tools developement.Developing new methods of verification in Matlab and "IMAtest" to develop web camera and keyboard at Microsoft.