Executives and senior leaders who set strategy, lead teams, and drive organizational outcomes.

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

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

Securing software systems — application security, threat modeling, authentication, and infrastructure protection.

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

Establishing policies, ethics frameworks, and oversight for responsible AI use in organizations.

Operating and deploying large language models in production — fine-tuning, inference, monitoring, and cost optimization.

Go from a parked AI project to a costed, auditable architecture that runs entirely inside your perimeter, and that you can defend to anyone.

I build AI that has to survive an audit

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