We work best where data systems, teaching, and communication overlap. Small scope first. Clear deliverables. Hands-on when that is what the project needs.

01

Data systems

We help teams make data pipelines less fragile and easier to operate, often reducing total cost of ownership along the way.

  • Data pipelines, analytics engineering, and internal data products
  • Batch and streaming systems with tools like Spark, Kafka, Airflow, and dbt
  • Cloud data platforms: BigQuery, Redshift, object storage, warehouses, and lakehouse-ish setups
  • Infrastructure as code and deployment work with Terraform, Docker, Kubernetes, and CI/CD
  • Observability, data quality checks, alerting, and pipeline reliability
  • Machine learning services, RAG systems, chatbots, and A/B testing: development, integration, analysis, and production support
  • Platform audits, architecture review, debugging, cleanup, and implementation work

Pipeline Rescue

One-time audit, audit + fixes, or monthly support

We fix broken Airflow and data workflows in 5 days: failing DAGs, slow runs, expensive jobs, missing alerts, and ownership gaps.

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Data/Airflow Audit

500-1500 EUR

In 3 days our team finds why your pipelines fail, lag, or cost too much, then gives you a concrete fix plan.

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AI Automation for Small B2B Teams

500-2000 EUR

Practical automation for intake, support, CRM updates, reports, transcription, and customer replies. No vague AI transformation theater.

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02

Workshops

We start by talking to your team and figuring out what they need for the work in front of them. No abstract lecture track. Practical homework, optional grading, and deadlines if useful.

  • Apache Airflow for data and ML teams
  • dbt and analytics engineering
  • DataOps, observability, and production practices
  • Python for engineering teams
  • Technical writing and public speaking for engineers

MLOps/Data Onboarding

1000-3000 EUR

We help your team stop suffering with Airflow, dbt, CI/CD, monitoring, and day-to-day production habits.

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Airflow for Operators

Custom scope

A hands-on workshop around your DAGs: scheduling, backfills, retries, alerts, dependencies, testing, and debugging.

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03

Technical writing

We write for technical readers who notice when examples do not run, so we make sure ours do.

  • Tutorials, blog posts, and developer documentation
  • Product demos, prototypes, and conference material
  • Editing and reframing complex technical content
  • Developer-facing content that fits your technical voice for data and infrastructure products

Devtool/AI/Data Content Package

Custom scope

Technical content for companies that need code-aware explanation: tutorials, launch posts, demos, docs, and examples that actually run.

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Demo-to-Article Package

Custom scope

We turn a product capability or rough prototype into a runnable demo, a clear narrative, and reader-facing technical copy.

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04

Embedded and electronics

We can help with small systems where software meets hardware and constraints matter.

  • Embedded projects
  • Data collection near hardware
  • Small systems where Go, C, Python, Linux, and practical constraints meet
  • Enough hands-on work to avoid turning every problem into architecture theater

Field Data Collector

Custom scope

Small battery-aware devices, offline collection, periodic sync, dashboards, and enough firmware/software glue to make the system usable.

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Weird Practical Prototype

Custom scope

A Raspberry Pi control panel, an installation that reacts to passers-by, a smoke system, or another small system with real-world constraints.

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