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mrummler17/README.md

@mrummler17 banner

Hi, I'm Marcus Rummler

I build practical AI-powered products, automation systems, and digital platforms that help businesses operate with more clarity, control, and speed.

My work brings together product execution, repository security, workflow automation, and AI-assisted operations. I focus on turning complex technical ideas into reliable systems that solve real operational problems.

What I focus on

  • AI-powered product and workflow systems
  • Repository security, dependency hygiene, and remediation workflows
  • CI reliability, release discipline, and operational clarity
  • Practical automation for business operations, support, and delivery
  • Safer, more governed use of AI tools and APIs

Featured projects

  • RepoMedic - AI-driven repository hygiene, security triage, and dependency remediation workflows
  • Project E36 Race Team - digital platform supporting grassroots motorsport operations and team visibility
  • AI API Proxy Guard - infrastructure for safer, more controlled AI API usage
  • IDA - AI-assisted business and learning workflow system
  • RETSA Group - performance, clarity, and SEO improvements for https://retsagroup.com.au

Build style

  • Ship practical tools with clear business value
  • Use AI as leverage for execution, not as a novelty
  • Keep systems maintainable, observable, and easy to operate
  • Prefer simple, dependable solutions over unnecessary complexity

Contact

Self-taught builder focused on practical systems, automation, and AI-assisted execution.

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  1. operations-centre operations-centre Public

    crt-styled military ops centre tracking the 2026 iran conflict. originally built in claude, now run through a codex-powered workflow.

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  2. nrl-tipbot nrl-tipbot Public

    Codex-managed NRL tipping dashboard with weekly verified round notes, charity bet tracking, and static GitHub Pages deployment.

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