ENGINEERING DISCIPLINE / 04
DATA ENGINEERING
Connected data foundations for analytics, automation and AI. Traceable pipelines that turn fragmented information into usable knowledge.
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01 / CAPABILITY
Data foundations
- ETL and ELT pipelines
- Data warehouses
- Data optimisation
- AI-ready data
- Data quality and lineage
02 / CAPABILITY
Pipelines & transformation
- Python
- SQL
- dbt
- Airbyte
- Apache Spark
03 / CAPABILITY
Storage & retrieval
- PostgreSQL
- Redis
- pgvector
- Qdrant
- Pinecone
- Vector search
- Knowledge retrieval
04 / CAPABILITY
Decision systems
- Analytics
- Automated reporting
- Power BI
- Operational dashboards
- Retrieval evaluation
HOW THE PIECES CONNECT
Make your data useful. Make it dependable.
Start with the operational problem. Define the boundaries, connect the right components, and test the complete path before it reaches production.
01Sources
02Ingestion
03Transform
04Store
05Retrieve
CONNECTED DISCIPLINES
THE NEXT CONNECTION