Nghiep Pham
From the lab bench to production AI
I trained as a chemist and now build AI systems. This is my notebook: one short note every weekday on something I just learned, and one long article every Saturday.
Topics: AI engineering in production (evaluation, agents, LLMOps), ML foundations, simulation and physical AI, climate and materials, and the data structures and cloud basics underneath. The whole publishing pipeline is open source.
Articles
- Why I'm building Lab to Prod in public
A four-week experiment: one technical note every weekday, written with an AI pipeline, gated by one pull request, with every number published.
Latest notes
Daily notes start on Monday 16 November 2026.