Your Systems Deserve an Architect Who's Built at Scale
I help engineering teams design, review, and fix AI and cloud architectures — so you ship faster, spend less, and sleep better at night.
15+ enterprise systems designed · AWS & GCP · AI/ML pipelines · Distributed systems
Trusted by startups and enterprises across 4 continents
Why Architecture Decisions Make or Break Your Product
The difference between a system that scales to millions and one that collapses under load is the architecture decisions made in the first 90 days.
❌ Poor Architecture Leads To
- Cloud bills that double every quarter with no performance gain
- Deployments that take weeks instead of hours
- AI models stuck in notebooks, never reaching production
- Systems that crash under moderate traffic spikes
- Teams spending 80% of time on firefighting instead of features
✅ Correct Architecture Delivers
- Predictable costs that scale linearly with growth
- CI/CD pipelines enabling multiple daily deployments
- AI/ML systems running reliably in production at scale
- Auto-scaling infrastructure that handles 10x traffic surges
Problems I Solve for Engineering Teams
If any of these sound familiar, you're in the right place. These are the exact challenges I help organizations overcome.
Core Consulting Services
AI/ML Architecture Design
End-to-end AI system design — from data pipelines and model training infrastructure to production serving, monitoring, and feedback loops.
Architecture Review & Audit
Deep analysis of your existing system architecture. Identify bottlenecks, security risks, cost waste, and scalability gaps with an actionable remediation plan.
Cloud Solution Architecture
Design cloud-native architectures on AWS, GCP, or Azure. Infrastructure as code, serverless, containers, and multi-region deployment strategies.
Performance & Scale Optimization
Find and eliminate performance bottlenecks. Database optimization, caching strategies, CDN configuration, and load testing for production readiness.
Security Architecture & Compliance
Zero-trust architecture design, IAM strategy, encryption at rest and in transit, SOC2/HIPAA compliance preparation, and security incident response planning.
Industries & Use Cases
How I Work With Your Team
Discovery Call — Understand your business goals, technical constraints, and timeline
Architecture Assessment — Deep-dive into your current system, codebase, and infrastructure
Solution Design — Deliver architecture blueprints, trade-off analysis, and implementation roadmap
Hands-On Implementation — Work alongside your engineers to build the critical path
Knowledge Transfer — Document decisions, train your team, and ensure long-term ownership
Every engagement is tailored. No cookie-cutter frameworks.
✅ This Is For You If
- You're a CTO, VP Engineering, or Tech Lead at a growing company
- You're building AI-powered products and need production-grade architecture
- You want an experienced architect — not a junior consultant reading from a playbook
- You value speed, clarity, and working code over lengthy slide decks
❌ This Is NOT For You If
- You're looking for the cheapest option regardless of quality
- You want someone to just agree with existing decisions without challenge
- You need a full-time employee rather than strategic consulting
- Your budget is under $5,000 for a meaningful engagement
Why Organizations Hire Me
Engagement Options
Architecture Review Sprint
1-2 week deep assessment of your current system. Deliverables include architecture diagrams, risk analysis, and prioritized remediation plan.
Solution Design Package
4-6 week engagement to design a new system or major component. Includes blueprint, ADRs, tech stack selection, and build-vs-buy analysis.
Embedded Architect
Part-time or full-time embedded role for 1-6 months. I work as a fractional CTO or principal architect within your team.
Advisory Retainer
Ongoing monthly advisory for strategic architecture decisions, code reviews, and team mentoring. Flexible hours, async-first.
Not sure which option is right? Let's talk — I'll recommend the best fit for your situation.
Frequently Asked Questions
Zero-Risk Guarantee
If after the first consultation you don't feel confident about the path forward, you pay nothing. I'd rather earn trust than collect invoices.
Let's Discuss Your Architecture Challenge
Tell me about your project and I'll respond within 24 hours with initial thoughts and a suggested next step.
Don't Let Bad Architecture Become Technical Debt
The best time to fix your architecture was six months ago. The second best time is now.