About Me

👋 Hey, I'm Harry

I'm an architect who builds intelligent systems. My focus is on Multi-Agent AI—designing systems where specialized AI agents work together to solve complex problems.

With a background in enterprise data platforms and cloud architecture, I bring a practical lens to AI. I'm interested in patterns that actually work in production, not just in demos.

What I Write About

This blog explores the intersection of software architecture and AI systems:

  • How to design multi-agent orchestration
  • When to use RAG vs Skills vs Persona
  • Building quality gates into AI workflows
  • Lessons from production systems

Background

I've spent over a decade working in Finance and Banking, building data platforms and leading technical initiatives. These days, I'm focused on making AI systems more reliable, maintainable, and useful.

Mentoring & Connect

I believe the best way to learn is by helping others. I occasionally take on 1-1 mentoring to help engineers and architects navigate complex data and AI system designs.

If you're building in this space and looking for guidance, or simply want to chat about architecture, please feel free to reach out. I'm always happy to share what I've learned—and be honest about what I'm still figuring out.

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