AI automation

AI automation for real processes

I help teams find where AI can remove repetitive work without losing judgement, context, or accountability.

Discuss an automation opportunity

What I help with

What I bring to the work

01
Mapping manual workflows and identifying the steps that are safe to automate
02
Designing human-in-the-loop agents with explicit inputs, outputs, and failure handling
03
Connecting AI workflows to the systems and data people already use
04
Taking a useful experiment through validation, implementation, and handover

How I approach it

Clear decisions, responsible delivery

01
I start with the people and the process, not with a model or a fashionable feature.
02
I define the decision boundary, review points, and evidence needed before automation can be trusted.
03
I build a small path to value, measure what matters, and make the next iteration straightforward.

Relevant experience

Experience I can show

EY innovation

I work in EY’s innovation team, collaborating across national and international contexts to turn manual processes into software- and AI-enabled solutions.

View experience

Agentic developer tooling

My public work on mcp-server-tauri explores how AI assistants can work with deeper application context and safer tooling.