abdelkarim elmourad
AI Engineer & Data Analyst | EDA · Python · PyTorch · AWS
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Built a full-stack e-learning platform that allows instructors to create courses and students to enroll, complete lessons, and take quizzes. Developed the frontend using HTML, CSS, and JavaScript, and built the backend with FastAPI and SQL for course, user, enrollment, and quiz management.
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Built a complete stereo vision pipeline including camera calibration, stereo calibration, rectification, depth computation, and 3D point cloud generation. Added interactive depth and distance measurement tools using Python, OpenCV, Open3D, and StereoSGBM.
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Developed an unsupervised deep learning pipeline using the NASA IMS Bearing Dataset. Trained an autoencoder on healthy 20 kHz vibration signals and used reconstruction error, statistical time-domain features, a 99th-percentile threshold, and a stable alarm rule to detect bearing degradation.
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SafeStream AI — Real-time HDMI Content Filtering
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