Consulting & Advisory
Senior Engineer specializing in Distributed Systems & AI Architecture.
Available for consulting, advisory, and workshops. Six years at Amazon building Just Walk Out, Amazon Pay, and AWS CloudFormation — now leading property search at scale in the GCC. I help teams design systems that handle real traffic, ship agent products that work, and make the right tradeoffs when the stakes are high.
Expertise
- Distributed systems at scale. Search backends, event-driven architectures, real-time processing. Built systems handling millions of requests/day at Amazon and Property Finder.
- LLM application architecture. RAG pipelines, agent orchestration, memory layers, hallucination detection. Author of Friday, Extremis, and Peekr.
- Production ML infrastructure. Model serving, real-time inference, observability, cost optimization. CV/sensor platform experience from Just Walk Out.
- AI agent systems. Multi-agent orchestration, cognitive architectures, tool use, memory and context management.
What I deliver
- Architecture audits and recommendations. Review your system design, identify bottlenecks, propose concrete improvements with tradeoff analysis.
- Code review & technical due diligence. Pre-acquisition assessments, team capability evaluation, architecture quality checks.
- System design consulting. Design sessions for greenfield projects or re-platforming efforts. Focus on production-ready, maintainable solutions.
- Team workshops and training. Hands-on sessions on distributed systems, AI engineering, AWS, or agent architectures. Tailored to your team's stack and goals.
Rates
Architecture Review$350/hr
Consulting retainer$500/hr
Workshop (half day)$1,500
Workshop (full day)$3,000
Get started
Prefer to talk first? Schedule a 30-minute intro call — no obligation, just a conversation about your problem and whether I'm a good fit to help solve it.