Building the
Pieces That
Don't Exist Yet
Systems architecture, data preparation,
and semantic research
What I Build
Data Preparation at Scale
Transform organisational chaos into structured, searchable information. Bulk processing of any file format — scan, categorize, filter, and refine.
Custom Software Architecture
When your workflow needs a connector, parser, or tool that doesn't exist — I build exactly what's needed. Cross-platform, adapted to the situation.
RAG Systems & AI Infrastructure
Retrieval-augmented generation systems with sub-25ms retrieval. Custom embedding pipelines, semantic search, and multi-agent orchestration.
The Duck Pool Experiments
Exploring the Semantic Operator Engine — investigating semantic transformation operators and controlled navigation in latent space. Complex concepts made accessible through metaphor.
Read the Experiments"What if we could navigate meaning the same way we navigate physical space?"
— The premise behind SOE
Have a data challenge?
I'm interested in connecting with people working with complex information systems.