I solve problems that
don't have existing tools
Brett Fox — Systems architect, data specialist, and researcher. I build the precise software that makes systems work together when nothing off the shelf fits.
EST. 2023
Systems Thinking
I understand problems at a structural level. The goal is always to find the simplest solution that actually works — not the most impressive one.
Precision Over Scale
I don't build platforms or products. I build the exact tool you need, adapted to your specific situation. No bloat, no unnecessary features.
Evidence-Based
Everything I build is tested against real data. I work with pilot projects first — if it doesn't prove useful on a small scale, we don't scale it up.
Capabilities
Data Preparation & Management
Built tools for bulk processing of any file format. Scan, categorize, filter, and refine data at scale. Transform organisational data chaos into useful, searchable information.
Custom Software Architecture
When existing tools don't fit, I build the missing piece. Cross-platform, adapted perfectly to the situation. Specialized connectors, parsers, and tools for specific workflows.
RAG Systems & AI Infrastructure
Retrieval-augmented generation with 22ms retrieval and 800K+ chunks indexed. Custom embedding pipelines, semantic search, and multi-agent orchestration via FSS-RAG.
Document Creation & Synthesis
High-quality document generation at scale. Tools analyze similar documents and generate missing ones with style matching and rich content. Consistent quality across hundreds of outputs.
Built an Ecosystem
to Solve Problems
These aren't products for sale — they're the foundation that enables unique problem-solving. Each tool was built because it was needed, not because it was planned.
Semantic Operator Engine
Beyond client work, I'm exploring the Semantic Operator Engine (SOE) — investigating semantic transformation operators and controlled navigation in latent space.
The Duck Pool Experiments blog makes this research accessible through metaphor. Each post takes a complex concept and makes it tangible.
Read the Experiments"What if meaning had coordinates — and we could navigate it?"
Let's Talk
Interested in connecting with researchers, developers, and organisations working with complex information systems.