omar = {
"journey" : "Started building AI at end of year 2 in university — 3 years self-driven engineering",
"depth" : "Core AI first → NLP · Computer Vision · Generative Models · LLM fine-tuning",
"breadth" : "Then production → Deployment · Backend APIs · AWS Infrastructure · MLOps",
"shipped" : "20+ end-to-end AI systems, built and deployed independently",
"now" : "Agentic AI Engineering @ NTI — 420+ hours, multi-agent & enterprise RAG systems",
"goal" : "Join a strong AI engineering team, contribute from day one, keep growing",
"open_to" : ["Egypt", "UAE", "Saudi Arabia", "Remote"]
}The flagship implementations of my technical expertise.
|
⚽ Football Analytics Pro Real-time player tracking & speed analysis using YOLOv8 & ByteTrack. |
🛍️ Multimodal E-commerce Scaleable RAG pipeline with LLaMA 3 & Semantic Search (1M+ products). |
🧠 Medical Imaging Full-Stack End-to-end diagnostic system (Flask + ViT/DenseNet201) with 92% Accuracy. |
|
🩺 Cancer Diagnosis Agent Agentic RAG system for specialized medical diagnosis & patient chat. |
🖐️ Sign Language Detection Real-time Action Detection system using CNNs and LSTMs. |
🏎️ Vehicle Speed Tracker Traffic monitoring system with YOLOv8 & DeepSORT tracking. |
|
🎨 Generative Art Vault Comprehensive collection of GANs (DCGAN, WGAN) & VAE architectures. |
🤖 Autonomous Agent Bot Multi-agent smart search system built with LangGraph & Mixtral. |
🆔 AI Attendance System End-to-end automated facial recognition and attendance product. |
|
🤖 Agentic SQL Query Network Enterprise ReAct Agent with LangChain Tools for autonomous Database Interaction. |
🏋️ Biomechanical Pose Engine Real-time Socket.IO streaming architecture for 5 multi-axial physical exercises. |
🐳 Dockerized Malware MLOps End-to-end containerized inference pipeline with CI/CD capabilities. |
|
🏥 Multi-Disease Predictive Suite Massive ecosystem with 7 distinct API pipelines for complex disease analytics. |
🐾 Multispecies Detection AI Huge Custom Dataset pipeline identifying 60+ breeds and veterinary diseases. |
A vast collection of specialized research, targeted experiments, and technical labs revealing my depth across AI subfields.
🧠 01. Generative AI & NLP Labs (8 Projects)
| Project | Description |
|---|---|
| llm-algorithmic-reasoning-agent | Specialized LLM implementation for step-by-step mathematical reasoning. |
| transformer-nlp-classification-engine | Multi-class news categorization using Transformers & BERT. |
| text-summarization-labs | Fine-tuned models for concise document and article summarization. |
| realtime-nlp-sentiment-analysis-engine | Real-time sentiment and emotional state detection from text. |
| search-engine-app | Semantic search engine application. |
| codellama-fine-tuning | CodeLlama adaptations and fine-tuning experiments. |
👁️ 02. Computer Vision Labs (9 Projects)
| Project | Description |
|---|---|
| paddleocr-medical-prescription-pipeline | Specialized OCR system for medical drug identification using PaddleOCR. |
| traffic-object-detection | Custom dataset detection for urban traffic monitoring. |
| license-plate-detection | Automatic Number Plate Recognition (ANPR) system. |
| brain-tumor-amit | Custom object detection model for brain tumor identification. |
| security-camera-detection | Multi-class entity detection (Car, Bike, Person) for security streams. |
⚙️ 03. MLOps & Production (1 Project)
| Project | Description |
|---|
📊 04. Classic ML & Analytics (2 Projects)
| Project | Description |
|---|---|
| music-recommendation-system | Unsupervised learning engine for personalized music discovery. |
These are the professional training and internship programs I have completed:
- Prodigy InfoTech Internship: Software Development and AI tasks.
- CognoRise InfoTech Internship: Data Science and ML implementations.
- Orange Digital Center (ODC) Trainee: Deep Learning and AI immersion program.
🤖 Agentic AI & LLMs
🔍 RAG & Vector Search
👁️ Computer Vision
📝 NLP
☁️ MLOps & Cloud
| Certification | Issuer | Date | Verify |
|---|---|---|---|
| ML Engineer – Associate | AWS | Jan 2026 | 🔗 Credly |
| AI Practitioner | AWS | Sep 2025 | 🔗 Credly |
| Cloud Practitioner | AWS | Jun 2025 | 🔗 Credly |
| Deep Learning · GANs · NLP · GenAI with LLMs (39 certs) | DeepLearning.AI | 2023–2025 | |
| AI Agents · MLOps · DevOps (13 certs) | IBM | 2024–2025 | |
| Docker · Kubernetes · Terraform | KodeKloud | 2024 |
⭐ If you find my work interesting, feel free to connect on LinkedIn!