👋 Hey there! I'm Ahmed, a Data Scientist & Machine Learning Engineer passionate about building AI-driven solutions, optimizing ML workflows, and extracting actionable insights from data.
💡 My expertise lies in predictive modeling, NLP, and MLOps, and I enjoy solving real-world problems with AI.
🔹 Customer Churn Prediction – Developed an XGBoost model (88% accuracy) to help businesses reduce churn by 15%, improving retention strategies.
🔹 House Price Prediction – Built a regression model with feature engineering, achieving a mean absolute error of 3.5% in price estimation.
🔹 Sentiment Analysis on Social Media Data – Created an NLP pipeline (VADER, BERT) to classify customer sentiment with 85% accuracy on real-world Twitter data.
🔹 Marketing & Sales Data Analysis – Designed interactive dashboards (Power BI) to track key sales KPIs, boosting revenue insights by 30% efficiency.
🔹 AI-Powered Chatbot – Developed an NLP-based chatbot using OpenAI APIs, automating customer support queries by 40%.
🔹 Automated ML Pipelines – Built an end-to-end MLOps workflow using Azure ML, Docker, and GitHub Actions for scalable ML model deployment.
✔ Proficient: Python | SQL | Git (GitHub)
✔ Familiar: C++ | Java | Bash Scripting
✔ Software Engineering: CI/CD | Unit Testing | Version Control
✔ Expert: Supervised & Unsupervised Learning (Scikit-learn, XGBoost)
✔ Proficient: Data Preprocessing, Feature Engineering, NLP (spaCy, Transformers)
✔ Familiar: TensorFlow | PyTorch | LLMs
✔ Power BI | Tableau | Excel | Matplotlib & Seaborn
✔ Proficient: Microsoft Azure | Docker | Model Deployment
✔ Familiar: AWS (S3, EC2, ECS) | Kubernetes | MLflow
🎓 B.Sc. in Computer Science (AI Specialization) – Egyptian Russian University
🔹 Microsoft Machine Learning Engineer – Digital Egypt Pioneers Initiative
🔹 Machine Learning by Andrew Ng (Coursera)
🔹 Deep Learning Specialization (Coursera)
🔹 Mathematics for Machine Learning (Coursera)
🔹 Introduction to Statistics (Coursera)
🔹 HCIA-AI V3.5 Course (Huawei)
📩 Email: [email protected]
📱 Phone: +20 1289720964
🔗 GitHub
🔗 LinkedIn
🌐 Website
🔥 Always open to AI, ML, and Data Science collaborations!