Writing
Writing
Occasional essays on building reliable AI systems — and on moving between science and engineering.
I’m starting to write about the engineering and judgment behind production AI — the parts that don’t fit neatly into a paper or a repository. Essays will appear here as I write them.
Topics I plan to cover:
- Building reliable production AI systems
- Evaluating AI — what “good” actually means, and how to measure it
- Agent architecture, and where it earns its keep
- Document and multimodal intelligence in the enterprise
- Forward-deployed AI engineering
- AI-native scientific software
- What moving from computational physics to AI engineering taught me
No essays published yet. In the meantime, my work is visible on GitHub and LinkedIn.