AI Engineering
Building Applications
with Foundation Models
Chip Huyen
, Praise for AI Engineering
This book offers a comprehensive, well-structured guide to the essential
aspects of building generative AI systems. A must-read for any
professional looking to scale AI across the enterprise.
—Vittorio Cretella, former global CIO, P&G and Mars
Chip Huyen gets generative AI. On top of that, she is a remarkable teacher and writer
whose work has been instrumental in helping teams bring AI into production.
Drawing on her deep expertise, AI Engineering serves as a comprehensive
and holistic guide, masterfully detailing everything required to
design and deploy generative AI applications in production.
—Luke Metz, cocreator of ChatGPT,
former research manager at OpenAI
Every AI engineer building real-world applications should read this book. It’s a
vital guide to end-to-end AI system design, from model development
and evaluation to large-scale deployment and operation.
—Andrei Lopatenko, Director Search and AI, Neuron7
This book serves as an essential guide for building AI products that can scale.
Unlike other books that focus on tools or current trends that are constantly
changing, Chip delivers timeless foundational knowledge. Whether you’re
a product manager or an engineer, this book effectively bridges the
collaboration gap between cross-functional teams, making it
a must-read for anyone involved in AI development.
—Aileen Bui, AI Product Operations Manager, Google
,This is the definitive segue into AI engineering from one of the greats of ML engineering!
Chip has seen through successful projects and careers at every stage of a company and
for the first time ever condensed her expertise for new AI Engineers entering the field.
—swyx, Curator, AI.Engineer
AI Engineering is a practical guide that provides the most up-to-date information on AI
development, making it approachable for novice and expert leaders alike. This book
is an essential resource for anyone looking to build robust and scalable AI systems.
—Vicki Reyzelman, Chief AI Solutions Architect, Mave Sparks
AI Engineering is a comprehensive guide that serves as an essential reference
for both understanding and implementing AI systems in practice.
—Han Lee, Director—Data Science, Moody’s
AI Engineering is an essential guide for anyone building software with Generative AI!
It demystifies the technology, highlights the importance of evaluation, and shares
what should be done to achieve quality before starting with costly fine-tuning.
—Rafal Kawala, Senior AI Engineering Director, 16 years of
experience working in a Fortune 500 company
, AI Engineering
Building Applications with Foundation Models
Chip Huyen
Building Applications
with Foundation Models
Chip Huyen
, Praise for AI Engineering
This book offers a comprehensive, well-structured guide to the essential
aspects of building generative AI systems. A must-read for any
professional looking to scale AI across the enterprise.
—Vittorio Cretella, former global CIO, P&G and Mars
Chip Huyen gets generative AI. On top of that, she is a remarkable teacher and writer
whose work has been instrumental in helping teams bring AI into production.
Drawing on her deep expertise, AI Engineering serves as a comprehensive
and holistic guide, masterfully detailing everything required to
design and deploy generative AI applications in production.
—Luke Metz, cocreator of ChatGPT,
former research manager at OpenAI
Every AI engineer building real-world applications should read this book. It’s a
vital guide to end-to-end AI system design, from model development
and evaluation to large-scale deployment and operation.
—Andrei Lopatenko, Director Search and AI, Neuron7
This book serves as an essential guide for building AI products that can scale.
Unlike other books that focus on tools or current trends that are constantly
changing, Chip delivers timeless foundational knowledge. Whether you’re
a product manager or an engineer, this book effectively bridges the
collaboration gap between cross-functional teams, making it
a must-read for anyone involved in AI development.
—Aileen Bui, AI Product Operations Manager, Google
,This is the definitive segue into AI engineering from one of the greats of ML engineering!
Chip has seen through successful projects and careers at every stage of a company and
for the first time ever condensed her expertise for new AI Engineers entering the field.
—swyx, Curator, AI.Engineer
AI Engineering is a practical guide that provides the most up-to-date information on AI
development, making it approachable for novice and expert leaders alike. This book
is an essential resource for anyone looking to build robust and scalable AI systems.
—Vicki Reyzelman, Chief AI Solutions Architect, Mave Sparks
AI Engineering is a comprehensive guide that serves as an essential reference
for both understanding and implementing AI systems in practice.
—Han Lee, Director—Data Science, Moody’s
AI Engineering is an essential guide for anyone building software with Generative AI!
It demystifies the technology, highlights the importance of evaluation, and shares
what should be done to achieve quality before starting with costly fine-tuning.
—Rafal Kawala, Senior AI Engineering Director, 16 years of
experience working in a Fortune 500 company
, AI Engineering
Building Applications with Foundation Models
Chip Huyen
