Case studies

SEO and software work, with measurable output.

Selected case studies across technical SEO, editorial systems, and shipped software. For the full index, see my portfolio.

Live

MultiAgentOS

Creator & developer

Cross-platform desktop AI agent orchestration with MCP integrations and local model support.

  • Avalonia
  • .NET 8
  • C#
  • MCP
  • Local AI
multiagentai.ai
In development

Codemonkey AI

Creator & developer

Learning and coding companion built as a native desktop AI tutor with language tracks and project templates.

  • .NET
  • Avalonia
  • AI tutor
  • Education
View on GitHub
Case study

multiagentai.ai

Designer & developer

Marketing and commerce system for a software company, with strong SEO and Stripe-led acquisition components.

  • Vite
  • Node.js
  • SEO tooling
  • Stripe
  • Docker
Visit site

Case-study results

Project-level outcomes with measurable effects.

MultiAgentOS desktop AI platform

Built a local-first orchestration system with multi-model options, tool execution, and native Mac/Windows support.

  • Unified cross-platform architecture for Mac and Windows.
  • Reduced friction in AI workflow setup through local model support.
  • Built secure secrets handling and reproducible sidecar architecture.

Biotechnology publication engine

Structured long-form content strategy and publication taxonomy for organic discovery in complex scientific segments.

  • Improved article ranking profile via topic clusters.
  • Introduced editorial standards for consistency and compliance.
  • Improved search-readiness for high-intent biotech queries.

Growth experiments lab

Personal experimentation framework for campaign testing and campaign-to-product learnings before enterprise rollout.

  • Built recurring testing frameworks for paid and SEO channels.
  • Documented channel playbooks and decision logs.
  • Reduced hypothesis ambiguity and shortened execution loops.