About Me
A highly motivated Machine Learning Engineer and AI enthusiast with a strong foundation in developing intelligent, data-driven applications. My primary focus lies in Machine Learning, Deep Learning, and Generative AI, with hands-on experience in Python, data preprocessing, model development, and deploying scalable AI solutions. Passionate about solving real-world problems by integrating intelligent models into modern workflows. Additionally equipped with robust Full-Stack capabilities using JavaScript, React, Next.js, and FastAPI, enabling the end-to-end development of complete AI-powered web applications.
Machine Learning & AI
Building intelligent, data-driven applications with Python, PyTorch, TensorFlow, XGBoost, and Scikit-Learn. Specializing in predictive modeling, deep learning, and Generative AI.
Generative AI & RAG
Hands-on experience with LLM engineering and Retrieval-Augmented Generation (RAG) to create context-aware, intelligent semantic search applications.
Full-Stack Development
End-to-end development with Next.js, React.js, FastAPI, and PostgreSQL — delivering complete AI-powered web applications from backend to frontend.
Frontend Engineering
Creating responsive, high-performance UIs with TypeScript, Tailwind CSS, and modern React patterns. Focused on UX quality and fast load times.
Work Experience
My professional journey and contributions
AI Consultant
Nafezly
- Provide expert consultation on the latest AI advancements, guiding clients on adopting and integrating modern AI technologies.
- Advise on and apply a wide spectrum of Machine Learning and Deep Learning techniques to optimize systems and solve complex data challenges.
- Focus on Large Language Model (LLM) engineering, leveraging advanced techniques such as Retrieval-Augmented Generation (RAG) to build smart, context-aware AI solutions.
AI & Full-Stack Developer
Digital Egypt Pioneers Initiative (DEPI)
- Engineered a complete end-to-end web application with a high-performance FastAPI backend and a dynamic Next.js frontend.
- Architected and integrated a PostgreSQL database from scratch to securely handle and persist user data.
- Handled diverse datasets to design, train, and evaluate supervised and unsupervised ML models using XGBoost, Gradient Boosting, SVM, and KNN.
- Implemented deep learning architectures (NN, CNN, RNN, LSTM) for complex pattern recognition tasks.
- Trained predictive models on the Pride dataset achieving 99% accuracy, and developed optimized classification models for the ECG5000 time-series dataset.
Frontend Developer
Hoor Book (E-Commerce Platform)
- Develop and maintain responsive web pages using Next.js and Tailwind CSS for an e-commerce platform offering supermarket and library products.
- Implemented the location management feature and built the full "Forgot Password" authentication cycle.
- Integrated a barcode/QR scanner for faster product search and checkout flows.
Head of Front-End Department & Developer
Elgazaly Platform
- Led the frontend team, managed workflow, and supervised internal project delivery.
- Handled the full UI implementation for the entire platform, building all user interface pages and integrating frontend components with backend services.
Committee Head & Front-End Developer
IEEE Beni Suef Student Branch
- Collaborated with the IEEE student chapter to lead front-end initiatives.
- Developed and maintained web components for internal branch projects.
My Skills
HTML5
CSS3
JavaScript
TypeScript
React.js
Next.js
Python
NumPy
Pandas
Matplotlib
Scikit-learn
TensorFlow
Keras
My Projects
Get in Touch
Let's Connect
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.