Product managers who drive strategy, development, and launch of products.

Engineers and engineering leaders who build, deploy, and scale software systems.

Startup founders building new businesses, from MVP to scale.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

Building autonomous AI agent systems that take actions, use tools, and orchestrate multi-step workflows.

Designing scalable, reliable software systems — architecture patterns, distributed systems, and technical tradeoffs.

Designing and optimizing the context window for LLM applications — prompt structure, memory, and information retrieval.

Move from using agent frameworks to engineering and customizing the harness layer that makes agents reliable.

AI Founder & Advisor to F500s | Ex-AWS

University of Oxford