I will provide ai strategy and consulting for llm, rag, and agent systems

Turning an AI idea into something real is an engineering problem, not a model problem. I'm Sherry, 11+ years in data/tech/AI with math and data science background, and that's the part I'm good at.

I help founders and teams turn AI ideas into systems that actually ship.

No buzzwords. No 40-slide deck. A clear technical plan your engineers can build from.

What I help you with:

AI strategy: what to build, in what order, and why

RAG systems: retrieval, chunking, reranking, evaluation

Agents and workflows: when they help, when they waste money

Fine-tuning vs RAG vs prompting: the real decision

Model selection driven by your constraints, not trends

Cost, latency, and reliability mapped before you build

The math and data science background means I don't chase trends. I design around your constraints. You walk away knowing exactly what to build and how. Not a demo. A system.

Message me before ordering so I can scope your problem and point you to the right package.

Let's build something that holds up.