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🚀 Advanced Data & AI Engineering Portfolio: Real-world projects and production-ready patterns to level up your AI skills—from building clean data pipelines to deploying RAG systems, AI agents, and intelligent dashboards.

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- - sample_export.xml
- - architecture-animated.gif
  - img1-medallion.png
  - img2-optimization.png
  - img2-zorder.png
  - img3-whatsnext.png
  - img4-files.png
  - lakehouse-diagram.png
- Health Analytics Demo.ipynb
- README.md
- - 1-ai-agents-mcp.gif
  - 1-managed-mcp.png
  - 2-ai-agents-mcp.png
  - 3-genie-claude.gif
- README.md
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Real-world data engineering projects and tutorials covering Data & AI technologies.

## Projects

### 📊 [Lakehouse Tutorial](./lakehouse-tutorial/)
Your first complete data engineering project - build a production lakehouse from scratch using Apple Health data. Learn Spark, Delta Lake, and Unity Catalog fundamentals.

**Skills:** Medallion Architecture • Unity Catalog • Delta Lake • Apache Spark • SQL Optimization • Data Quality

*More projects coming soon...*

![Lakehouse Architecture](https://raw.githubusercontent.com/viktoriasemaan/data-engineering/main/lakehouse-tutorial/visuals/architecture-animated.gif)

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👋 **About:** This portfolio showcases hands-on data engineering projects designed for practitioners to advance their knowledge in the data & AI space. Each project includes complete tutorials, sample data, and production-ready patterns.

⭐ **Star this repo** if you find it helpful for your data engineering journey!

## 📄 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

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## 🔗 Connect

Let’s stay in touch and keep learning together!

[![LinkedIn](https://img.shields.io/badge/LinkedIn-%230077B5.svg?&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/semaan)
[![Instagram](https://img.shields.io/badge/Instagram-%23E4405F.svg?&logo=instagram&logoColor=white)](https://www.instagram.com/viktoria.semaan)
[![YouTube](https://img.shields.io/badge/YouTube-%23FF0000.svg?&logo=youtube&logoColor=white)](https://www.youtube.com/@viktoriasemaan)

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**Contributing:** Found a bug or have an improvement? Feel free to open an issue or submit a pull request!