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ML & AI blogs

8 engineering leaders writing about ML & AI. A curated, visual directory — browse personal blogs and see each one before you click.

Leadership & ManagementSystems & InfraFrontend & WebSecurityCareer & Craft
vickiboykis.com

Vicki Boykis

ML Engineering Leader, Mozilla

Writing on machine learning systems, careers, and the craft of leading data and ML teams.

eugeneyan.com

Eugene Yan

Principal Applied Scientist, Amazon

Applied ML leadership: system design, mentoring, and how to ship machine learning that matters.

simonwillison.net

Simon Willison

Director & Django co-creator

Prolific TILs and project write-ups; a model of how a senior technical leader works in the open.

swyx.io

Shawn Wang (swyx)

Engineering Leader & Writer, ex-Temporal

Writing on the 'Learn in Public' ethos, developer experience, and the business of engineering careers.

huyenchip.com

Chip Huyen

ML Engineering Leader & Author

Author of Designing Machine Learning Systems. Writing on ML systems, MLOps, and leading AI engineering.

lilianweng.github.io

Lilian Weng

ex-VP of AI Safety, OpenAI

Lil'Log. Rigorous, widely-cited deep dives on machine learning, agents, and AI research.

sebastianraschka.com

Sebastian Raschka

ML Researcher & Author

Clear, in-depth writing on machine learning, LLMs, and the engineering behind training models.

ghuntley.com

Geoffrey Huntley

Engineering Leader & Advisor

Writing on AI-assisted engineering, developer tooling, and the changing shape of software work.