Muhammad Umar Karim Khan
Senior Machine Learning Engineer @Sony Interactive Entertainment
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WORK HISTORY
Senior Machine Learning Engineer @Sony Interactive Entertainment
London, GB
EDUCATION
Korea Advanced Institute of Science and Technology
Master of Engineering (MEng), Electrical Engineering
UET Peshawar
Bachelor of Engineering (BEng), Electrical and Electronics Engineering
Korea Advanced Institute of Science and Technology
Doctor of Philosophy - PhD, Electrical and Electronics Engineering
UET Peshawar
Master of Engineering (MEng), Electrical, Electronics and Communications Engineering
SKILLS
ABOUT MUHAMMAD UMAR KARIM KHAN
I have been working for Center of Integrated Smart Sensors (CISS). I am also affiliated with an AI-based startup QiSens. I am in advisory role for a project with Hynix as well. In the past, I worked for Dual Aperture Inc through CISS. Currently, I am working on numerous AI-based solutions with my team, which include vehicle classification with autoML, unsupervised depth estimation from stereo cameras, unsupervised structure from motion, crowd anomaly detection as well as optimizing neural networks for different tasks. I have an understanding of image capturing systems or cameras. I have completed my PhD and Masters from KAIST, and did my bachelors from UET Peshawar. In the past, I have implemented fast depth extraction algorithms for depth from defocus and depth from cross-spectral stereo. I have developed a background subtraction scheme EBSCam which is extremely fast and low power. I have developed and implemented a low power crowd anomaly detection algorithm as well. I have been working on pedestrian detection as well as crowd behavior detection.
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