From business idea to shipped reality.
I operate fluently in both worlds — the boardroom and the codebase. A collection of the capabilities I bring to turning vision into modern, working products.
Lead pillar
Idea → Reality
Turning ambiguous business vision into modern, innovative digital products that actually ship.
Discovery & problem framing
Cut through a vague brief to the real problem, the user, and the outcome worth building.
Vision → solution architecture
Translate business goals into a pragmatic technical plan and the smallest thing that proves value.
Innovation & R&D
Evaluate emerging tech (AI, on-device, cloud-native) and turn it into a defensible product edge.
Product strategy
Sequence a roadmap that balances quick wins, technical foundation, and long-term direction.
How it ships
Leadership & Delivery
Building high-trust teams and reliably hitting milestones — while keeping directors and engineers aligned.
Team scaling & org design
Grow teams and structures that stay fast and accountable as headcount and scope increase.
Delivery & milestone ownership
Own the commitment end-to-end; de-risk early, communicate honestly, and land the date.
Director ↔ engineer translation
Turn business intent into buildable scope, and engineering reality into board-ready options.
Mentorship & capability building
Coach engineers and leads; hire well and raise the bar so the team outlasts any one project.
The depth behind it
Technical Breadth
Genuinely hands-on across the stack — I lead from a place of real technical understanding.
Cloud & DevOps
AWS, infrastructure-as-code, serverless, CI/CD, and deployment reliability.
Mobile & Apple
iOS & Swift, on-device ML with Apple MLX on M-series silicon.
AI / ML
Agentic workflows, LLM integration, and the on-device vs cloud trade-off.
Enterprise systems
Java & Spring Boot, .NET, and IBM i modernization to the cloud.
Architecture
Modular, maintainable systems sized to the team and the load — not the hype.