Struggling with engineering capacity for Data, Backend, Cloud, or Agentic AI?
An engineer leaves, taking critical system knowledge with them, but the work still needs to get done. Or customer growth brings more integrations, operational work, and software to maintain than your current team can handle. I help teams free engineering capacity through tested automation and practical agent tooling. Bring me in to take ownership of the workflows holding your team back.
Original excerpts from reference letters issued by KONUX, Tacto, and Robert Bosch. The language of each quotation is preserved.
“
Seine Leistungen entsprechen stets in allerbester Weise unseren Erwartungen.
KONUX GmbHZwischenzeugnis · 28.07.2026 · Felix Müller, Engineering Manager“
He can process information quickly and is easily able to take complex cross-divisional interrelationships into account.
Tacto Technology GmbHReference letter · 28 April 2025 · Maximilian Schalk, Software Engineer“
Die Arbeitsergebnisse waren, auch bei wechselnden Anforderungen und in sehr schwierigen Fällen, immer von herausragend guter Qualität.
Robert Bosch GmbHZeugnis · 31.03.2022 · Personalabteilung
Is repetitive operational work taking engineers away from your roadmap? I build tested automations that free capacity for the work your team needs to deliver.
Education and employment experience — not company endorsements.
TUMEducation
BoschExperience
TactoExperience
KONUXExperience
TUMEducation
BoschExperience
TactoExperience
KONUXExperience
02 / PROJECT BREAKDOWNS
Time Savings I have delivered for teams like yours
Need to replace a manual reporting process, automate service requests, or make agent tooling useful across your team? These case studies show the delivered results and the engineering behind them.
A critical business process required roughly three hours of manual Excel work each week. I replaced that workflow with a Databricks Medallion ETL pipeline and automated report generation.
Customer requests arrived in emails and spreadsheets, but updating production-critical service data still required engineers to interpret tickets, inspect existing records, prepare files, and run CLI commands manually.
Engineers hit AI usage limits, lost context between tools, manually copied information across company systems, and struggled to detect dependencies across repositories. Local agent setups also drifted between users and harnesses.
A deadline is approaching, the current approach has stalled, or the roadmap targets the wrong work. You need an engineer who can find a practical route to the outcome. These cases show how I have done that.
An understaffed operations team inherited undocumented recurring work. Automation priorities followed the most irritating tickets, even though nobody had a reliable view of which processes consumed the most engineering time.
A deadline was approaching, the existing automation was not delivering, and the real business outcome was clearing the backlog — not getting a particular implementation deployed.
Tools I can bring to make your team more productive.
Alongside my production experience, I bring reusable tools and workflows for reducing repeated agent corrections and manual steering. You can inspect the implementations before discussing where they could help your team.
dotfiles: Agent configurations, shortcuts, and workflows that reduce repetitive steps and context switching while you direct and review AI-generated work.
SystemSmith: Keep agents aligned with engineering standards, clear scope, and reviewable changes instead of repeatedly correcting the same mistakes.
SkillPort: Reuse the same agent guidance across tools and projects instead of spending your attention repeating instructions.
These are independently maintained personal tools. Bringing them into your organization starts with reviewing your existing configuration and engineering requirements.
Is your roadmap outgrowing your engineering capacity?
Hire an engineer who can turn manual processes into tested automation and bring practical agent workflows to your team. Tell me where delivery is blocked and what you need someone to own; let's discuss the role and next steps.