Muhammad S.
Computer Vision Engineer @Siemens
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WORK HISTORY
Computer Vision Engineer @Siemens
Berlin, DE
Roles & Responsibilities• Exploring and implementing state-of-the-art models for \"Out-of-DistributionDetection\" and \"uncertainty estimating\" for self-driving trains using different deep learning frameworks (Pytorch, Detectron2)• Experimenting with different algorithms to visualize and certify the deep learning model predictions to ensure statistical guarantees for safety-critical applications• Testing the robustness of the classification and semantic segmentation models using different data augmentations techniques
EDUCATION
University of Mannheim
MS Data Science, Data science, 2.0/5.0
Riphah International University
BS Software Engineering, Computer Software Engineering, 3.75/4 (German Score 1.3)
ABOUT MUHAMMAD S.
I am currently working at Siemens Mobility as Computer Vision Engineer. I did a Master\'s in Data Science from the University of Mannheim, Germany. I am interested in Computer Vision, Image Processing, Deep Learning, Machine Learning, Data Analysis, and Data Science.
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