Cloud & MLOps Infrastructure Consulting

I help teams establish, scale, and secure their cloud and MLOps infrastructure so they can build faster, reduce costs, and ship with confidence.

We should talk if… Link to heading

  • You’re an early-stage startup looking to move your MVP to production and need a scalable, secure foundation that won’t slow you down as you grow.

  • Your team is drowning in tech debt. Adding application features is painful, errors keep piling up, and deployments are unpredictable.

  • Your infrastructure is becoming a nightmare. Cloud costs are skyrocketing, you’re surprised by failures, and it feels like your team lost oversight.

If some of this sounds like you, reach out at consulting@kluge.ai or schedule a meeting.

How I work Link to heading

  • Meeting you where you are. I work with your team and existing tech stack, focusing on pragmatic improvements and keeping complexity to a minimum.

  • Small, measurable steps. We’ll define clear objectives upfront, and work towards them in visible, verifiable, and reportable increments. If you need Gantt charts or slide decks to keep your business stakeholders or investors in the loop, we can make that happen.

  • Hands-on collaboration. I provide guidance to your team through 1:1 discussions, pair programming, and collaborative code reviews. When needed to unblock progress, I’ll take on critical engineering tasks myself—such as setting up IaC and CI/CD, implementing foundational security measures, or tackling complex refactoring.

  • Build confidence. Teams that know they can rely on their infrastructure, tools, and processes experience less stress and can focus on delivering value.

Projects I work on tend to center around AWS, GCP, and/or Kubernetes. CI/CD, automated testing, and Infrastructure as Code tools like Pulumi, Terraform/OpenTofu, and AWS CloudFormation/CDK are core to my workflow. I’m deeply familiar with the Python ecosystem, branching out to languages like Rust and TypeScript when a project calls for it.

For a project portfolio get in touch at consulting@kluge.ai or schedule a meeting to discuss how I can help with your goals.

🚀 To read what a former client had to say about working with me, see How Wingspan built a machine learning roadmap with Tribe AI.