Writing
How judgement, systems, and ownership make technology useful in real work.
I write about the work that outlasts the hype cycle: governance, ownership, judgement, data foundations, operating models, and the habits that make systems reliable.
Series
Topics
Interview Questions 7 min read
An interview-style essay arguing that AI makes data engineers more important by shifting the role toward trusted data foundations, orchestration, validation, architecture, and stewardship.
Data Foundations 10 min read
A systems essay arguing that data quality only improves when visible defects have a route to ownership, decision authority, and operational follow-through.
Interview Questions 10 min read
An interview-style essay arguing that responsible AI strategy starts with organisational purpose, foundations, governance, and operating model rather than product selection.
Working With AI 8 min read
A practical argument that as AI makes execution cheaper, human judgment around specification, evaluation, and accountability becomes the scarcer determinant of real productivity.
Interview Questions 7 min read
A first interview-style reflection on pushing local models, keeping control, and learning where local and frontier systems each make sense.
Working With AI 12 min read
A practical guide to writing clearer prompts for generative AI, with an emphasis on context, constraints, and usable outputs.