Paul Krieger, engineer-led technical partner
Full-Stack & AI Automation Architect | BI-systems | Data Workflows | AI agents.
acty.dev is an engineer-led technical partner and outsourced engineering practice. The work is delivered by Paul Krieger, a full-stack AI engineer and software developer who builds, deploys, and supports AI Engineering, DevOps, and Software Development workflows for real operational use.
What stands behind the work
- Full-stack AI engineer and software developer, working from data workflows through to deployed product UIs.
- Production, BI, and MES background: systems built to run inside real operational and manufacturing workflows.
- AI automation and data-workflow architecture: LLM integration, document processing, data extraction and enrichment, and reporting automation.
- Deployed tools, not slideware — the examples on this site are live applications with public proof links.
- Engineering tied to business value: a task review first, scoped work, and a clear definition of done.
Public proof
The GitHub profile is the public proof hub. It links the deployed tools and repositories that back the engineering examples on this site.
How to work with acty.dev
Every engagement starts from a task review and runs through discovery, build, deploy, and support against an agreed scope. The fastest start is a short message describing the work and the outcome you need: mavlinexgmail.com.
