My Portfolio
Explore my professional projects spanning data science, machine learning, full-stack web development, and e-commerce solutions. Each project demonstrates my expertise in delivering high-quality, scalable solutions for diverse business needs.
Arabic Speech Recognition in Egyptian Dialect
Advanced Arabic speech recognition system specifically engineered for Egyptian dialect recognition using state-of-the-art deep learning and NLP techniques. Trained sophisticated neural networks on extensive Egyptian Arabic audio datasets to achieve high-accuracy transcription of colloquial speech. Successfully fine-tuned speech-to-text algorithms to handle dialect-specific nuances, achieving remarkable performance in recognizing Egyptian expressions and conversational patterns.
AgriBot - Intelligent Agricultural Robot
Revolutionary agricultural robot system combining computer vision, IoT sensors, and machine learning for precision farming. Engineered real-time plant disease detection and soil condition analysis using advanced CNN models and embedded systems. Integrated hardware-software architecture processes image data and sensor readings to deliver actionable agricultural insights, empowering farmers with data-driven decision making for crop management.
Arabic Abstractive Summarization System
Co-led development of an Arabic abstractive summarization system based on the MT5 transformer, building a production-ready pipeline to generate concise, context-aware summaries for Arabic content. Implemented data preprocessing, training, evaluation, and deployment steps; tuned the model for robustness across conversational and formal Arabic. Delivered a reusable summarization module used in downstream applications.
Smile App - GPT-4 Based Autism Support Chatbot
Innovative chatbot application designed to support children with autism through natural language interaction. Integrated GPT-4 with carefully crafted child-friendly interface and emotion-aware prompts to simplify communication. Developed comprehensive UI/UX prototyping and NLP tokenization systems, creating an accessible platform that enhances communication abilities for children on the autism spectrum.
EduRobot - Voice-Enabled Educational Assistant
Comprehensive educational robot system designed for classroom environments featuring voice commands, facial recognition, and automated attendance tracking. Developed full-stack solution including voice interface, computer vision modules, and cloud-connected dashboard. Successfully improved classroom engagement and introduced K-12 students to practical AI applications, demonstrating measurable educational impact.
E-Correspondence System for University
Enterprise-level communication platform streamlining correspondence across 12 university departments, achieving 40% reduction in email handling time. Implemented robust security features including user authentication and role-based access controls. Integrated seamlessly with existing university systems for automated notifications and comprehensive document tracking, significantly improving administrative efficiency.
Brain Tumor Detection Using CNN
Medical AI application utilizing Convolutional Neural Networks to detect brain tumors from MRI images with 90% accuracy. Applied advanced image preprocessing techniques including normalization, augmentation, and enhancement to optimize detection performance. Collaborated with multidisciplinary team to fine-tune the model and develop deployment strategies for clinical applications.
Arabic Text Summarization Toolkit
Built a comparative summarization toolkit for Arabic that implements Word Frequency, K-Means clustering, and PageRank-based summarizers. Evaluated and benchmarked approaches on Arabic datasets, finding PageRank provided the best balance of compression and fidelity (0.562 compression ratio). Packaged evaluation scripts and reproducible pipelines so the toolkit can be integrated into production services or research experiments.
Intelligent Chatbot Development Portfolio
Extensive portfolio of specialized chatbots across multiple domains including healthcare, education, e-commerce, and customer service. Developed recommendation system-based chatbots, knowledge-based expert systems, and LLM API-integrated solutions serving diverse industries from fintech to retail. Each chatbot tailored to specific domain requirements, incorporating advanced NLP, machine learning, and conversational AI techniques for optimal user experience and business impact.
Abnormal Events Detection (Surveillance Cameras)
Developed an iterative weak/self-supervised framework for detecting abnormal events in surveillance camera footage. The system leverages self-supervised pretraining and weak labels to iteratively refine a classifier capable of recognizing anomalies with minimal hand-labeled data. Built end-to-end pipeline for data preprocessing, augmentations, iterative training loops, and evaluation tailored to real-world surveillance scenarios.
Data Analysis & Machine Learning Platform
Comprehensive data analysis and machine learning platform that transforms raw data into valuable insights. Built custom predictive models, statistical analysis tools, and interactive dashboards for various business domains including sales forecasting, customer behavior analysis, and survey data processing. Features automated data cleaning, visualization, and model deployment capabilities.
Luxury Fashion E-commerce Store
Premium e-commerce platform for luxury fashion brands built with WordPress and WooCommerce. Features sophisticated product filtering, responsive design optimized for mobile devices, secure checkout system, and performance optimization. Includes advanced SEO implementation, custom CSS styling, and seamless user experience design tailored for high-end fashion retail.
Multilingual Tourism Booking Platform
Full-stack tourism booking platform supporting multiple languages for educational tours in conflict-affected regions. Built with modern tech stack featuring FastAPI backend, Supabase database, and TypeScript frontend. Includes comprehensive admin dashboard, user management system, dynamic tour management, and secure booking functionality with REST API integration.
Medical Landing Page for Pediatrician
Professional responsive landing page designed specifically for pediatric healthcare providers. Features bilingual support (Arabic/English), medical-focused design elements, appointment booking integration, and mobile-optimized responsive layout. Emphasizes user trust, accessibility, and professional medical aesthetics to enhance patient engagement and online presence.
Personal Portfolio Website with Animations
Modern personal portfolio website built with React and TypeScript featuring smooth animations and interactive elements. Showcases professional work, skills, and achievements with dynamic content loading, responsive design, and engaging user interface. Implements advanced CSS animations, component-based architecture, and optimized performance for superior user experience.
Bilingual Business Website
Contemporary business website with dual-language support (Arabic/English) featuring modern design principles and high-performance optimization. Built with clean architecture, responsive layout, and fast loading times. Includes business-focused sections, contact forms, service presentations, and SEO optimization for enhanced online visibility and customer engagement.
Modern Portfolio Website with Next.js
High-performance portfolio website built with Next.js framework featuring server-side rendering, optimized loading, and modern web technologies. Includes dynamic content management, responsive design, smooth navigation, and professional presentation of work and achievements. Emphasizes fast loading times and excellent user experience across all devices.
Professional Responsive Portfolio
Comprehensive professional portfolio website built with Next.js showcasing advanced web development capabilities. Features responsive design, fast loading times, interactive elements, and professional presentation of projects and skills. Implements modern web standards, accessibility best practices, and cross-browser compatibility for optimal user experience.