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🧪 Data Lab

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+ DataLab +

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Learning • Experimentation • Data Engineering Projects

+ +> [!NOTE] +> Code, datasets, and designs may change as I refine implementations and adopt best practices. + +--- + + +
+ Table of Contents +
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  1. About
  2. +
  3. Projects
  4. +
  5. Tools & Technologies
  6. +
  7. Contact Me
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+ +--- + + +## About + +**Data Lab** is a personal sandbox for building and iterating on **data engineering projects**. + +The focus is on: +- Designing reliable data pipelines +- Applying analytics engineering principles +- Working with batch data, lakehouse patterns, and validation +- Learning by building realistic systems rather than just toys + +Projects range from small experiments to end-to-end pipelines using production-style tools. + +

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+ +--- + + + +# Projects + +*Each project will be in its own Repo.* + +## [Banking Transaction Pipeline](https://git.camcodes.dev/Cameron/Banking_Data_Pipeline) +- Spark-based ETL pipeline +- Bronze → Silver → Gold lakehouse design +- Data quality enforcement and validation + + +

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+ +--- + +## Tools & Technologies + +- **Languages:** Python, SQL, Java +- **Processing:** Apache Spark (PySpark) +- **Storage:** S3 storage +- **Data Formats:** Parquet, Delta-style layouts +- **Databases:** PostgreSQL, SQLite (project-dependent) +- **Visualization:** Tableau / Power BI + +*Tools may expand as new projects are added.* + + +--- + + +## 💬 Connect With Me + + +[![LinkedIn](https://github.com/user-attachments/assets/d1d2f882-0bda-46cb-9b7c-9f01eff81da9)](https://www.linkedin.com/in/cameron-css/) [![Portfolio](https://github.com/user-attachments/assets/eb2e9672-e765-442f-89d7-149c7e7db0a8)](https://CamDoesData.com) [![Kaggle](https://github.com/user-attachments/assets/ef5fbcf3-067a-4bb1-b5cd-fd4e369df980)](https://www.kaggle.com/cameronseamons) [![Email](https://github.com/user-attachments/assets/12af3cba-137e-498f-abe1-c66108e5e57a)](mailto:CameronSeamons@gmail.com) [![Resume](https://github.com/user-attachments/assets/1ee4d4d1-22cd-42ff-b2e4-be7185269306)](https://drive.google.com/file/d/1YaM4hDtt2-79ShBVTN06Y3BU79LvFw6J/view?usp=sharing) + + +

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