Soheil Ebrahimi
About

I am a Senior Data and Analytics Engineer based in Berlin.

Over the past six years, I have designed and owned analytics data products, dimensional models, batch and streaming pipelines, governance standards, and AI-ready data platforms across startups and enterprise environments.

A good data platform should help people make better decisions, reduce friction between teams, and become easier, not harder, to operate as the company grows.


My work has included
Building analytics domains from heterogeneous operational systems
Designing GDPR-compliant data sharing
Introducing dbt and modern analytics engineering practices
Creating real-time and batch ingestion architectures
Defining data contracts and ownership standards
Reducing platform cost and processing time
Building operational analytics and optimization products
Developing semantic retrieval and document intelligence systems
My perspective

The best data systems share several qualities.

  • They are understandable.
  • They have clear ownership.
  • They make important definitions explicit.
  • They reduce repeated work.
  • They support change without constant rebuilding.
  • They are designed around real organizational needs.
  • They are ambitious enough for growth but simple enough to operate today.
In short

Soheil Ebrahimi is a Senior Data and Analytics Engineer based in Berlin. He has more than six years of experience designing analytics platforms, dimensional models, batch and streaming pipelines, governance standards, and AI-ready data products across startup and enterprise environments. His work combines technical architecture with product thinking, stakeholder alignment, and business context. He helps growing companies create data platforms that are reliable today and ready for what comes next.


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