I'm Marcus, an operator and systems builder focused on creating practical solutions that make businesses smarter and more resilient. I believe technology should amplify people and operations, not replace judgment.
My work centers around operational intelligence, AI systems, workflow automation, and infrastructure design. I approach problems from both a strategic and operational perspective, designing systems with real-world execution in mind: reliability, failover, privacy, and long-term sustainability over hype.
Ask me about operational intelligence, AI infrastructure, workflow automation, and business continuity planning.
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