An independent research & engineering practice
Research.
Build.
Share.
Exploring applied AI and thoughtful data systems — from first principles to tools that work in the real world.
02 / EXPERIMENT
03 / BUILD →
01 — Areas of focus
Technology, with purpose.
Work grounded in useful questions, credible experiments, and repeatable engineering.
Applied AI
Research, evaluation and production-minded approaches to machine learning.
Data engineering
Reliable pipelines, quality, modelling and analytical data products.
Agentic systems
Retrieval, tool use and responsible automation for real workflows.
Financial technology
Methods and systems inspired by the complexities of financial data.
02 — From the lab
Notes from the workbench.
A growing collection of writing, experiments, and early projects. The work is shared as it develops.
Visit the journal ↗03 — Learn by doing
Ideas are better when you can explore them.
Read technical explanations, watch lessons, and experiment with interactive visualizations as the lab grows.