Alexandria, EgyptArabic • EnglishCS & AI @ AIU (2027)
// 01 — About Me
Turning Research into Deployed Intelligence
I'm a Computer Science & AI student at Al Alamein International University, graduating in 2027, focused on building AI systems that actually run — not just models in a notebook, but the full path from data to something deployed and usable.
My work spans three areas: parameter-efficient NLP (fine-tuning and distillation), full-stack ML applications (traffic prediction, routing, containerized deployment), and multi-agent LLM systems (agents that research, summarize, and verify each other's work). I'm currently building on this through DEPI, Egypt's national program for agentic and generative AI development.
What I care about most is the last step most student projects skip — turning a working model into something someone else can open, use, and trust. The details and results for each project are below.
BSc Computer Science — Artificial Intelligence
Al Alamein International University (AIU) • Egypt
Oct 2022 — Present
Specialization in Artificial Intelligence covering machine learning, deep learning, NLP, algorithms, and software engineering.
// 02 — Experience
Where I've worked
Agentic AI & Generative AI System Developer
Digital Egypt Pioneers Initiative (DEPI)
Egypt
Jul 2026 - Present
Hybrid
- Selected for DEPI, a government-backed national technical training initiative focused on building advanced digital skills for the Egyptian tech workforce.
- Currently developing hands-on expertise in agentic AI system architecture, LLM-based application design, and generative AI development workflows.
- Engaging with practical training covering AI agent orchestration, prompt engineering, and applied machine learning concepts as part of an intensive, project-based curriculum.
- Building foundational proficiency in tools and frameworks relevant to generative AI development (e.g., LangChain, RAG pipelines, LLMs).
Agentic AIGenerative AILangChainRAG PipelinesLLMsPrompt Engineering
Game Development & Animation Intern
City of Scientific Research and Technological Applications (SRTA-City)
Egypt
Jul 2025 - Sep 2025
Hybrid
- Developed 3D character models with complete skeletal rigging in Blender, producing fluid animations and realistic movement for in-game characters.
- Implemented AI agent behaviors using Unity’s NavMesh system for intelligent pathfinding and navigation, creating NPCs that dynamically respond to environmental obstacles and player actions.
- Applied character rigging, AI agent behavior programming, and animation pipeline workflows for interactive game development in Unity.
- Built and textured 3D assets using advanced modeling techniques, ensuring performance-optimized assets suitable for real-time rendering.
BlenderUnityNavMeshC#
Software Development Trainee
Information Technology Institute (ITI)
Egypt
Jul 2024 - Aug 2024
Hybrid
- Developed a full-featured Chat Room Application in Java (JavaFX, FXML, Swing) with user authentication, real-time messaging, and active status indicators.
- Implemented multi-threaded server architecture using Java socket programming to handle simultaneous user connections, improving system reliability and performance.
- Designed responsive and intuitive user interfaces with JavaFX and FXML, applying UI/UX best practices to enhance the user experience.
- Applied concurrent programming and multi-threading concepts to support real-time data processing across connected clients.
JavaJavaFXFXMLSwingSocket Programming
// 05 — Technical Skills
Tools, Frameworks & Concepts
AI, NLP & Deep Learning
Specialized focus in natural language processing, transformer architectures, parameter-efficient fine-tuning, and neural knowledge distillation.
Natural Language Processing (NLP)Large Language Models (LLMs)Parameter-Efficient Fine-Tuning (LoRA / PEFT)Knowledge Distillation (Teacher-Student)Hybrid Attention PoolingFocal Loss & Label SmoothingDeep Neural Networks (CNN/LSTM)Multi-Agent AI Systems (LangChain)Mixed Precision (FP16/BF16)
9 technologies7 Core Proficiencies
ML Frameworks & Libraries
Production and research frameworks for deep learning, scientific computing, and model evaluation.
PyTorchHuggingFace Transformers & PEFTScikit-LearnTensorFlow / KerasNumPy & PandasMatplotlib & SeabornNLTK & spaCyWeights & Biases (W&B)
8 technologies4 Core Proficiencies
Algorithms & Backend Systems
Graph routing, concurrent network architectures, and containerized backend microservices.
Graph Algorithms (A*, Dijkstra)Dynamic ProgrammingRESTful API Development (Flask)Multi-Threading & ConcurrencySocket Programming (TCP/IP)Docker ContainerizationObject-Oriented Design (OOP)Data Structures & System Design
8 technologies7 Core Proficiencies
Programming Languages
Core languages for AI pipelines, concurrent systems, desktop GUIs, and simulation.
PythonJavaC#SQL / Relational DBsJavaScript / TypeScriptHTML & CSS / TailwindR
7 technologies2 Core Proficiencies
AI Simulation, 3D & Tools
Game AI navigation engines, 3D animation modeling, and developer tooling.
Unity & NavMesh PathfindingBlender Skeletal Rigging & IKJavaFX & FXML GUIGit & GitHub WorkflowsLinux / Bash ScriptingVS Code & PyCharm / IntelliJ
6 technologies4 Core Proficiencies