Built from work this engineer published themselves. It makes no claim that they are available for hire, and it is marked noindex until they claim it. Source: huyenchip.com. This is you, or it should not be here? Write to hello@aiengineer.me.
ai-engineer
Chip Huyen
Author of Designing Machine Learning Systems and AI Engineering.
Writes about the engineering discipline around models rather than the models themselves: Designing Machine Learning Systems covers data, deployment, and monitoring, and AI Engineering covers building applications on foundation models — evaluation, retrieval, agents, latency, and cost. Publishes supporting material and code openly.
Technical stack & depth
Production hardening
Latency, cost, observability, and the path from a notebook to a service.
Evaluation
Evals, traces, and a quality bar that is not a vibe check.
Retrieval / RAG
Indexing, chunking, reranking, and grounding answers in a corpus.
Engineered solutions
- Write-uphuyenchip.com bloghuyenchip.com
Long-form public writing on ML and AI engineering practice.
- Repositorychiphuyen/aie-bookgithub.com
Open resources and reading list accompanying the AI Engineering book.
Something here out of date or wrong? Write to hello@aiengineer.me and it will be corrected or removed.