AI Engineering Blog | Andrea Head | GenAI, RAG, MLOps & Production AI

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Recent articles

Each article links back into related project work so readers can move from ideas to implementation evidence.

24 February 2026 16 min read 3570 words

A long-form essay on AI ethics, governance, and the historical roots of responsible AI systems.

AI governanceresponsible AIproduction AI systems

29 January 2026 1 min read 0 words

An interactive essay on machine learning engineering, ethics, governance, and the practical responsibility built into production AI delivery.

AI ethicsMLOpsproduction AI systems

20 March 2025 9 min read 1938 words

Andrea Head on moving from applied mathematics into production AI, MLOps engineering, fintech, and retail machine learning delivery.

MLOps engineerfintech AIretail AIproduction ML