https://github.com/viktoriasemaan/data-engineering

🚀 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.
https://github.com/viktoriasemaan/data-engineering

ai data-engineering databricks spark

Last synced: 3 months ago
JSON representation

🚀 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.

• Host: GitHub
• URL: https://github.com/viktoriasemaan/data-engineering
• Owner: viktoriasemaan
• License: mit
• Created: 2025-07-28T18:28:56.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2025-09-03T02:07:34.000Z (4 months ago)
• Last Synced: 2025-09-03T04:08:51.927Z (4 months ago)
• Topics: ai, data-engineering, databricks, spark
• Language: Jupyter Notebook
• Homepage:
• Size: 20.4 MB
• Stars: 56
• Watchers: 4
• Forks: 23
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# 🚀 Data Engineering Portfolio

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](./lakehouse-tutorial/visuals/architecture-animated.gif)

---

👋 **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.

---

## 🔗 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)

---

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