Data Governance · Orchestration · Financial Services
I build the systems that make institutional data trustworthy.
From collection to certification — I design and implement the operational infrastructure that turns governance intent into working systems in regulated financial environments.
At a Glance
Chartered Accountant by training. Builder by instinct. I bring the rigour of audit to the engineering of data infrastructure — designing quality frameworks, orchestration pipelines, and certification workflows that work across open-source and enterprise tooling.
How I Think About This Work
01
The Control Pattern
Data governance and AI governance share the same operational logic. Here's the pattern that connects them.
02
From Audit Assertions to Data Quality Dimensions
Why a Chartered Accountant sees data governance differently — and why that difference matters.
03
Building in Constrained Environments
What it means to design data infrastructure when you can't pip install, can't Google the error, and can't iterate quickly.
The Thread
Each career move escalated scope and complexity while maintaining the same core problem: making institutional data trustworthy and operationally useful. From audit fundamentals, through financial data systems, into sovereign-level data orchestration.