Services

Consulting and advisory services for teams building AI-powered systems, developer platforms, and MCP-based integrations.

Offerings

Specialized consulting services tailored to your needs.

MCP Server Development

Custom Model Context Protocol server implementation tailored to your specific use case. From initial architecture design to production deployment, I'll help you build reliable, maintainable MCP servers that integrate seamlessly with AI agents.

What's included:

  • MCP server architecture design and planning
  • Tool, resource, and prompt implementation
  • Error handling and retry logic patterns
  • Testing strategy and test suite development
  • Production deployment configuration
  • Documentation and handoff to your team

Platform Engineering Consulting

Strategic guidance on building internal developer platforms that developers actually want to use. Drawing from experience transforming API platforms at Fortune 500 companies, I help design self-service infrastructure, golden paths, and developer portals.

What's included:

  • Platform strategy and roadmap development
  • Developer experience assessment and recommendations
  • Platform capabilities design (service catalogs, templates, provisioning)
  • Backstage or custom IDP implementation guidance
  • Platform metrics and KPI definition
  • Team structure and operating model recommendations

AI Architecture Advisory

Expert guidance on AI agent system design, from single-agent tool integration to complex multi-agent orchestration. I help teams navigate the MCP ecosystem, choose the right patterns, and build systems that scale.

What's included:

  • AI agent architecture review and recommendations
  • MCP integration strategy and implementation planning
  • Multi-agent orchestration pattern selection
  • Tool calling optimization and best practices
  • Observability and monitoring strategy for AI systems
  • Security and compliance considerations for AI workflows

Training & Workshops

Hands-on training sessions for your engineering teams on MCP development, platform engineering practices, and AI agent architecture. Customized to your team's experience level and specific needs.

What's included:

  • Customized curriculum based on your team's needs
  • Interactive workshops with real-world exercises
  • Code-along sessions building actual MCP servers
  • Architecture decision workshop for your use cases
  • Best practices from production implementations
  • Post-workshop support and Q&A sessions

Who I Work With

Organizations and teams I typically engage with.

Engineering Teams Adopting MCP

Teams building AI-powered products who want to integrate MCP servers but need guidance on architecture, patterns, and production readiness. I help you avoid common pitfalls and accelerate time to production.

Platform Engineering Organizations

Companies building or transforming internal developer platforms. Whether you're migrating from legacy systems, adopting Backstage, or designing greenfield platforms, I bring experience from enterprise-scale transformations.

Startups Building AI Infrastructure

Startups creating AI agent platforms, developer tools, or infrastructure products. I help with architectural decisions, MCP integration strategy, and go-to-market positioning.

Let's Talk

Ready to discuss your project?

Whether you're just starting to explore MCP, planning a platform engineering initiative, or need architecture guidance for your AI systems, I'd love to discuss how I can help. Reach out via LinkedIn or X to start the conversation.