Expertise
Artificial Intelligence & Machine Learning
Expertise in developing and implementing AI/ML models for various applications, including computer vision, NLP, and data analysis.
Software Development
Proficient in software development concepts and practices, including OOP, SDLC, and Agile workflows.
Data Analysis & Visualization
Experience in data analysis, database management, and creating interactive dashboards for data visualization.
Projects
Vision-Based Lane-Keeping and Obstacle Detection Assistant
Enhanced road safety by providing intuitive driving solutions.Developed a real-time driver-assistance system using Python and OpenCV for lane detection and a pre-trained YOLO model for vehicle and pedestrian detection.
Smart Parking System with Computer Vision and IoT
Achieved 93% accuracy in license plate detection.Developed a custom YOLOv8 model for Egyptian license plate detection and integrated it with an IoT system (ESP32) and a relational database (SQL).
Medical Report Summarization using Transformers
Improved access to medical information through AI-generated summaries.Implemented a BioBERT Transformer model for abstractive summarization of complex medical reports and developed a FastAPI backend for real-time model inference.
Timeline
Completed AI and Data Science Fundamentals training program at Digital Egypt Pioneers Initiative (DEPI).
Applied knowledge through hands-on projects, collaborating in team-based settings to implement and evaluate AI solutions.
Pursuing Bachelor of Computer Science (Artificial Intelligence Department) at Delta University for Science and Technology.