Deepak Singh Mohan
Machine Learning Engineer at Lime
Based in Berlin, Germany
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Seniority
Staff
Department
Information Technology
Location
Berlin
Industry
Medical Equipment Manufacturing
Company size
35
Contact information
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d•••••••@lime-medical.de
Phone
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Background
About Deepak Singh Mohan
A passionate Data Scientist with over four years of experience specializing in training deep learning models for image processing tasks like whole-body segmentation, object classification, pose estimation and gesture detection. My expertise includes optimizing models like MobileNetV3 for real-time whole-body image segmentation on mobile devices and using heavyweight models like ResNet, HRNet for high-quality human segmentation. I possess strong proficiency in dataset management, encompassing in-depth analysis, meticulous preprocessing, and the creation of custom datasets. Additionally, I excel in adapting existing datasets like COCO, Openpose, Hagrid, and Youtube8M to meet specific project requirements through thoughtful customization. I am deeply dedicated to research, constantly exploring state-of-the-art algorithms, and developing novel training approaches, all while reducing model complexity through profiling and pruning to make the models more efficient and accessible. I am committed to pushing the boundaries of computer vision and contributing innovative solutions to the field.
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