Work with me
I help teams design, ship, and scale enterprise AI — drawing on 12+ years building production systems and leading engineering. If you're putting LLMs into production or levelling up an AI-era team, let's talk.
AI architecture advisory
Design reviews and blueprints for LLM apps, RAG systems, and agentic workflows — from prototype to production-grade.
LLMOps & cloud-native
Observability, evals, cost control, reliability, and scaling for AI systems on AWS/GCP with Kubernetes and event-driven design.
Fractional eng leadership
Hands-on help shaping teams, delivery, and engineering standards — mentoring, hiring frameworks, and execution for AI-era teams.
Team workshops & training
Practical enablement on Claude, prompt engineering, RAG, and AI best practices — tailored sessions for engineering orgs.
Who it's for
- → Teams moving an LLM prototype toward reliable production
- → Engineering leaders defining their AI architecture & standards
- → Orgs that want their engineers upskilled on Claude / GenAI
Let's build something
Tell me what you're working on and what "great" looks like — I'll reply personally.