About

Viktor Kreschenski

Hi, I'm Viktor Kreschenski. I build software and run it in the cloud, with over a decade of experience on complex engineering systems. I work both ends of that sentence.

What I'm working on

At Capgemini Engineering in Munich I work on microservices backends running on AWS via Docker, Kubernetes, Helm and Terraform, with CI/CD throughout, and on the deployment and platform side that keeps them running. Before that I spent years on Qt and PyQt tooling in the automotive sector. Alongside all of it I take freelance work through UpWork.

I also design and ship my own products end to end. Most of what I write about on this blog comes out of that.

Technical expertise

Building it. I write Python, C++, JavaScript, R and Bash, with Qt and PyQt, Django, Flask and FastAPI. That covers backends and APIs, desktop tooling, dashboards, and the data and machine-learning work that tends to come attached. I also work with dataspace technology: Eclipse Dataspace Connector, Tractus-X and AAS digital twins.

Running it. AWS, Docker, Kubernetes, Helm and Terraform, with release pipelines on GitHub Actions, GitLab CI, Azure Pipelines and AWS CDK.

I'm a proponent of open source; my projects and contributions are on my GitHub profile.

Background

Before the cloud work I spent years in autonomous driving: sensor simulation and validation, and maintaining the Open Simulation Interface and its tooling. I hold a Master's degree in Mechatronics and Information Technology from the Technical University of Munich, where my research sat at the intersection of machine learning and industrial engineering:

  • Data-driven fault diagnosis: applying ML to unstructured sensor data from PLCs.
  • Predictive maintenance: root-cause analysis tools for automated production systems.

Beyond the code

When I'm not at my desk, I'm likely immersed in a detective, historical, or science-fiction novel. I also have a passion for traveling to off-the-beaten-path destinations that offer a unique perspective on the world.


Let's connect. I'm always looking for challenging freelance projects, especially work that needs cloud infrastructure and solid software engineering in the same person. Get in touch.