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MetrikWerk / Services

Platform engineering and DevOps for reliable delivery

When releases depend on manual steps and platform knowledge sits with a few individuals, operational risks and dependence on those individuals increase. I help your team build reproducible infrastructure and delivery processes and establish reliable operations.

For technical project owners, engineering leads and project intermediaries looking for hands-on support in platform engineering and DevOps.

Discuss your project

When support makes sense

  • Environments differ, changes are difficult to trace and deployments require manual intervention.
  • Access controls, security requirements and delivery processes do not work together reliably.
  • New data or AI teams wait for infrastructure; operations and handover depend on a few individuals.

What I build with your team

Automate infrastructure

Build cloud and platform infrastructure as versioned infrastructure as code. Use Terraform and Azure where they fit the existing environment.

Strengthen CI/CD and deployment

Connect builds, checks and deployments into traceable delivery routines. Clarify changes, access and responsibilities with your team.

Platform operations and handover

Establish operating procedures, role-based access control and documentation. Support data and MLOps teams with standards and self-service capabilities they can operate themselves.

From the brief to reliable operations

  1. Assess the project brief, system landscape, bottlenecks and operational requirements together.
  2. Prioritise the next sustainable improvement and implement it within the existing stack.
  3. Verify and document delivery and operations, then hand them over to the team for regular use.

Experience from previous professional roles

These examples come from my previous work in enterprise environments. They describe my implementation experience and functional responsibilities, rather than MetrikWerk client references.

  • Established an IaC- and CI/CD-based operating model for reporting and analytics platforms.
  • Built a self-service MLOps framework for global AI teams.
  • Supported auditability and IT security through a compliance framework.

Let’s assess your situation

Briefly describe the project goal, existing stack and the bottleneck you need help with. Enquiries through project intermediaries are welcome.

Save contact

Further support: KPI and management reporting advisory