01 / ABOUT

ENGINEER THE WHOLE SYSTEM.

I work across AI, software, data and cloud, with a particular interest in the gap between an interesting technical idea and a system that can actually be trusted in production.

01 / EXPERIENCE

FROM DATA
TO AI SYSTEMS.

DATA SCIENCE Models, experiments, feature engineering and data workflows
MLOPS & CLOUD Deployment, monitoring, infrastructure and automation
BACKEND ENGINEERING Python, APIs, microservices, databases and testing
AI SYSTEMS LLMs, RAG, agents, orchestration, evaluation and human oversight
02 / PRINCIPLE

UNDERSTAND
BEFORE YOU AUTOMATE.

I care about interfaces between components, failure modes, observability, evaluation and the decisions a system enables. The technology matters, but so do the assumptions around it.

03 / ELSEWHERE

ENGINEERING
THROUGH WORK.

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