01
AI-native and AI team leadership
I’ve led AI-focused work and teams, and I understand the infrastructure, tooling, and operational realities behind AI-native engineering.
Seattle-based · AI-native infrastructure and platform engineering
AI infrastructure, DevEx, and cloud efficiency for teams that need sharp technical leadership.
I help companies build AI-native systems, improve developer productivity, lead highly technical teams, and reduce AWS and GCP spend without compromising reliability.
Proof
AI-native
Led AI-focused work and teams
DevEx Depth
Years in developer productivity and platform work
AWS + GCP
Cloud cost, reliability, and infrastructure judgment
02
DevEx and developer productivity
This is a real niche, and it has been a core part of my work for years: build systems, CI/CD, platform ergonomics, and internal leverage.
03
Technical leadership with engineering depth
I lead tight, high-output technical teams and can operate directly in architecture, systems, infrastructure, and implementation.
04
Cloud cost and reliability
I know AWS and GCP well, and I know how to reduce spend, improve reliability, and clean up wasteful infrastructure decisions.
Offerings
Precise work I can come in and fix.
Focused engagements for infrastructure, platform, and engineering efficiency problems that are costing time, money, or execution quality.
AI infrastructure
CI/CD modernization
Developer productivity
Internal platforms
DevEx strategy
Kubernetes platform engineering
Golden paths
Self-service infrastructure
Container security
Build speed improvements
AWS cost reduction
GCP cost reduction
Reliability improvements
Fit
Best fit for teams that need a strong technical operator, not just advice.
Common situations
- AI work is moving fast, but the platform underneath it is weak
- Developer productivity problems are slowing delivery
- Infrastructure is expensive, messy, or hard to trust
- You need principal-level judgment without a full-time hire
Relevant background
- 15+ years in software, cloud, and infrastructure
- Amazon, Snap, and Docker experience
- Manager and builder, not one or the other
- Strong AWS and GCP depth with platform instincts
Contact
Email is the fastest path.
If you need help with AI infrastructure, DevEx, developer productivity, cloud cost reduction, or reliability, reach out directly at hello@tunalabs.ai.