I build AI systems
that ship to production.
Senior AI Platform Engineer at Monarch. 12+ years building production systems across 5 countries. From prototype to scale.
Where I typically get called in.
Pilots that never ship
Your AI demo wowed the board, but six months later it's still on a laptop. The gap between prototype and production is where most projects die.
No clear technical direction
RAG vs. fine-tuning vs. agents — every vendor has an opinion. You need someone who's built all three and knows which fits your data.
Senior AI talent is hard to find
A full-time senior AI hire costs $250K+ and takes months. A fractional engagement gets the same expertise, shipping from week one.
Services built around outcomes.
Assessment & Roadmap
A structured evaluation of your AI opportunity — from use case analysis and technical audit to a clear roadmap with milestones, risks, and build-vs-buy recommendations.
Build & Deploy
Hands-on engineering to take your AI system from concept to production. I design, build, and deploy the infrastructure — RAG pipelines, agent frameworks, LLM orchestration, and evaluation harnesses.
Fractional AI Engineering
Embedded senior AI expertise on a flexible basis. I join your team part-time to lead architecture decisions, review code, mentor engineers, and ensure your AI initiatives stay on track.
Selected work.
AI Financial Assistant
Built a production RAG system that answers complex financial queries over thousands of regulatory documents with cited sources and compliance guardrails.
Knowledge Base Platform
Designed and deployed an internal knowledge platform that reduced support ticket resolution time by 40% using semantic search and LLM-powered summaries.
Trusted by teams at
Credentials
Ready to ship your AI to production?
Book a free 30-minute intro call. No pitch deck, no pressure — just a conversation about what you're building and how I can help.