Data Scientist · AI Engineer
📍 Cairo, Egypt | 🌐 Arabic / English / Deutsch
I'm a data scientist with a background in pharmacy and data analytics — two disciplines that trained me to think in systems, prioritize precision, and work with high-stakes data.
I hold an Academic Diploma in Data Science from Cairo University (GPA 3.78 / A) and am currently enrolled in the ITI Data Science Track — a competitive 9-month scholarship program covering ML, Deep Learning, LLMs, Big Data, MLOps, and Agentic AI.
I've built end-to-end ML pipelines achieving 92.6% recall on clinical classification tasks, automated complex workflows with Python AI agents achieving 87% time reduction, and analyzed 10,000+ orders across 80+ countries to inform executive strategy.
My focus: ML · LLMs · Arabic NLP · Healthcare AI · Agentic AI — where the most impactful and underserved problems live.
💡 From prescriptions to predictions — I follow the data.
Classification · Regression · Clustering · Time Series (GARCH) · NLP · Computer Vision · Ensemble Methods · SHAP Explainability
Transformers · RAG Systems · AI Agents · Human-in-the-Loop · Generative AI · Prompt Engineering
Data Warehousing · Star Schema · OLAP · ETL Pipelines · ER Modeling
MLOps Fundamentals · Model Deployment · REST API Serving · Version Control · CI/CD Basics · Agile/Scrum
| Metric | Context |
|---|---|
| 🎯 92.6% Recall | Clinical ML pipeline — 75% reduction in missed diabetes diagnoses |
| ⚡ 87% Time Reduction | Python AI agent automating a 6-hour manual workflow → 30 min |
| 📦 10,000+ Orders Analyzed | BI analysis spanning 4 years and 80+ countries |
| 🌍 8 Applied DS Projects | WorldQuant University Lab — real estate, NLP, time series, A/B testing |
| 🏛️ ~10% Acceptance Rate | ITI Data Science Track — competitive government scholarship |
| 🧠 GPA 3.78 / A | Academic Diploma in Data Science — Cairo University |
| Domain | Focus |
|---|---|
| 🤖 Machine Learning | End-to-end pipelines · Classification & Regression · Ensemble Methods · Model Explainability (SHAP) |
| 🧠 LLMs & Agentic AI | LLM engineering · AI Agents · RAG systems · Agentic workflows · Prompt engineering |
| 🌍 Arabic NLP | Arabic language processing · Text classification · Multilingual models · Arabic content AI |
| 🏥 Healthcare AI | Clinical ML · Disease classification · Pharmacogenomics · Healthcare informatics |
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Star Schema data warehouse with 15,000 fact rows, 21 advanced window-function SQL queries, 7 KPI dashboards, and a hybrid SQL + ML product recommendation system (Apriori + cosine similarity, 400 recommendations across 100 products).
🗄️ 1 Fact + 6 Dims · 📊 21 SQL Queries · 🤖 55% SQL + 45% ML Fusion 
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Cairo University capstone project. Comparative study of 5 ML algorithms on clinical data using a CRISP-DM pipeline with KNN imputation, F2-optimized threshold tuning, and SHAP explainability. Achieved 92.6% recall — 75% fewer missed diagnoses.
🎯 92.6% Recall · 📉 75% fewer missed diagnoses · 🏅 Grade A
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End-to-end supply chain quality audit across suppliers, products, and manufacturing plants. Identified high-defect categories (Mechanical & Packaging), flagged the Detroit plant as highest-risk, and produced an interactive Tableau dashboard for executive-level exploration.
🔍 EDA + Statistical Analysis · 📊 Interactive Tableau Dashboard · 📄 Executive Report
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A fully functional, file-based Database Management System built entirely in Bash with a Zenity GUI. Supports full CRUD operations, 7 SELECT modes, primary key enforcement, datatype validation, and a clean 4-module architecture.
🛠️ 4-module architecture · 🔍 7 SELECT modes · ✅ Full PK validation
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| Institution | Credential | |
|---|---|---|
| 🏛️ | ITI — Information Technology Institute | Data Science Track · 9-Month Scholarship · ~10% Acceptance Rate · 2025–2026 |
| 🎓 | Cairo University — FGSSR | Academic Diploma in Data Science · GPA 3.78 · Grade A |
| 💊 | Cairo University — Faculty of Pharmacy | Bachelor of Pharmacy · Graduation Research: Pharmacogenomics × Deep Learning |
| 🌍 Applied Data Science Lab | WorldQuant University |
| 📊 Data Analyst Specialist | Digital Egypt Pioneers Initiative (DEPI) |
| 🤖 Generative AI with AWS | Udacity |
| ✍️ 1 Million Prompters | Dubai Future Foundation |
| 🏢 McKinsey Forward Program | McKinsey & Company |
| 🧪 Clinical Research Principles | National Institutes of Health (NIH) |
| 🌱 ALX Data Science Program | ALX Africa · NLP · Regression · Unsupervised Learning |
🚀 Open to Data Science & ML Engineering roles — Egypt · MENA · Remote
