Selected Work
Case studies in systems thinking
Infrastructure
SKU consolidation from 19→9, VMware risk mitigation with VPC strategy, and enterprise deployment standards.
Product strategy • Infrastructure • GTM
AI/ML
Automated underwriting with AI: 1200% productivity increase and 33% of apps AI-decisioned.
ML pipelines • Human-in-the-loop
Platform
End-to-end product leadership across hardware and software with core infrastructure modernization.
Hardware+Software • Product leadership
About
Architecture depth meets product strategy
I solve complex technical problems with clear business outcomes.
Technical Architecture
Systems that scale: multi‑datacenter failover, observability, reliability.
AI/ML Integration
Intelligent automation with human oversight and compliance.
Cross‑functional Leadership
Align engineering, ops, and business to ship complex work.
Rapid Prototyping
AI‑assisted workflows to validate and iterate quickly.
Product Experiments
Hands-on builds exploring AI-assisted development and modern product workflows.