David Lapsley, Ph.D.

CTO, ActualyzeAI

Professional Background

Current: CTO at ActualyzeAI, helping enterprises deploy AI infrastructure that works in production, not just in proofs of concept.

Previously:

  • Director, AWS (AWS Intent Driven Networks, Network Fabric Controllers)
  • VP Engineering, Corelight
  • Director, Cisco (Cisco Container Platform, DNA Center Maglev Platform, Contiv.io)
  • VP Engineering, Metacloud (Managed Openstack as a Services (acquired by Cisco)
  • 25+ years scaling infrastructure platforms and engineering teams

Expertise

  • Enterprise AI infrastructure architecture
  • Kubernetes at scale
  • Production ML/AI deployment patterns
  • GPU cost optimization and resource management
  • Hybrid cloud and multi-cloud strategies
  • Engineering leadership and team scaling

Connect

Thank you for visiting! Whether you’re wrestling with GPU costs, navigating compliance requirements, or trying to get your first model to production, there’s something here for you.

The 87% who fail try to find the perfect architecture. The 13% who succeed make deliberate trade-offs and ship production models. Let’s be in the 13%.