How I Help
Four ways I help teams turn AI ambitions into production systems.
AI Integration
Embed LLMs, agents, and AI features into your existing products and workflows - built right, shipped fast, and ready for real users.
Agent Systems
Design and build multi-step agents and copilots that automate real work, with safe tools, evaluations, and proper guardrails.
Fine-Tuning & RAG
Custom models and retrieval pipelines tuned to your data, your domain, and your latency and cost budget.
AI Strategy & Advisory
From first prototype to a working AI roadmap - what to build, what to buy, and how to ship without burning your team.
Why Work With Me?
Hands-On Engineer, not a slide deck - I write the code that ships
End-to-End Ownership from research and prototype to production deployment
Pragmatic About AI - cost, latency, and where AI actually adds value
Real Systems Experience - production AI, not just prompt engineering demos