Frontend systems architect

Designing scalable interfaces for data-driven platforms, mapping systems, and complex applications.

I design frontend architectures that balance technical rigour with product needs. With more than 10 years of experience building real-world systems, I focus on reducing complexity, improving developer experience, and creating interfaces that remain reliable as they evolve.

More recently, I have been applying the same systems thinking to evidence-grounded AI features, MCP integrations, and agent-assisted workflows.

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Areas of Expertise

Frontend systems architecture

Designing scalable frontend systems that separate product logic from presentation, creating foundations that remain understandable, testable, and adaptable as products grow.

AI systems and agent workflows

Building evidence-grounded model workflows, hybrid retrieval, and Model Context Protocol interfaces with explicit limits, provenance, and deterministic validation.

Data-driven interfaces

Turning real-time and historical data into clear operational interfaces while managing complex state, performance, and changing data contracts.

Mapping and geospatial UI

Creating geospatial applications for large datasets, with careful attention to interaction models, rendering performance, reusable map foundations, and domain boundaries.

Design systems and platform foundations

Developing shared components, patterns, and contracts that balance consistency with the flexibility needed by multiple products and teams.

Developer experience and AI harnesses

Improving how software is built through testing strategy, documentation, reusable tooling, and agent instructions that make AI-assisted engineering safer and more reproducible.

Let's work together

If you're building complex frontend systems, design systems, or geospatial interfaces, I'd be glad to connect.

Get in touch