Latest
Out this week.
The newest thing from each place I publish. Everything here is live, so it is whatever went out most recently.
just published
The AI Steering Wheel.
A Unified Framework for Scaling Generative and Agentic Systems
Most AI programmes do not fail on the model. They fail in the gap between the boardroom decision and the deployed system. This book closes that gap with three interlocking layers.
- Strategy, deciding what to build, and what to refuse to build.
- Operations, governance, evaluation, and the guardrails that hold under load.
- Engineering, the architecture that carries a decision to production intact.
Co-authored with Dr. Fouad Bousetouane.
About
Architecting the future,
with care.
I am a Technical AI Leader and Principal Generative AI Solutions Architect at AWS, with 20+ years building AI platforms from scratch and driving enterprise AI strategy. I work directly with customers on their generative AI strategy, from architecture through to production deployment at scale.
My current focus is scaling autonomous AI agents safely and efficiently: stateful, memory driven agents with personalization, AI governance frameworks, and translating current research into systems that survive contact with production.
I co-authored The AI Steering Wheel and wrote Applied Machine Learning and High-Performance Computing on AWS. I co-host Build & Bet with Preethi Ravula, and I teach inference optimization on the Agentic Enterprise YouTube channel. I live in Seal Beach, California, where I stay honest with long runs along the coast.
In the field
On stage, and in the room.
re:Invent, Grace Hopper, AWS Summits. The conferences where the work gets stress tested.
Short form
Short form, same rigour.
The long form, cut down. New Shorts land on the channel every week.
The Shorts are on YouTube.