Each project is here because it taught me something I still use — from end-to-end ML systems to small experiments in signal processing and applied AI.
Case Studyابتكار وتطوير منظومة سحابية شاملة (End-to-End System) تستخدم هندسة البيانات والتحليلات المتقدمة لتحويل تجربة القراءة الجماعية إلى رحلة تفاعلية ومحفزة. المنصة تعالج التحديات الإدارية والتحفيزية من خلال خط بيانات آلي، ونظام ألعاب ذكي، ولوحات تحكم متطورة.
Case StudyAn end-to-end deep learning solution for the automated segmentation of brain tumors from multi-modal MRI scans.
Case StudyAn end-to-end deep learning project that uses a 1D Convolutional Neural Network (CNN) to diagnose bearing faults from vibration signals, deployed as an interactive Streamlit web app.
Case StudyA modular Streamlit-based web app for exploring core image processing techniques — complete with parameterized controls, visual comparisons, and dynamic pipelines.
Case StudyA modular suite of classic image processing mini-projects — covering interpolation, compression, denoising, enhancement, and shading correction — with clean visual benchmarks and Python implementations.
Case StudyAn interactive Streamlit app to visualize, isolate, and reconstruct 1D or 2D signals based on their frequency bands using FFT and IFFT.
Case StudyCompare multiple edge detection algorithms (Sobel, Scharr, Laplacian, Canny) with real-time visualization and interactive parameter control.
Case StudyHybrid deep learning and machine learning pipeline for wind power forecasting using direct LSTM and LSTM→Random Forest architectures.
Case StudyAn educational deep learning experiment comparing test accuracy and model complexity across CNN architectures for handwritten digit classification.