Model & prompt design
The right model for each task plus prompts and structured outputs that are reliable, not lucky.
◢ hire · openai
I help teams build real products on the OpenAI API — picking the right models, designing reliable prompts, function calling and structured outputs, and keeping costs and latency under control.
Concrete, hands-on openai api consultant work — scoped to your goals and shipped to production.
The right model for each task plus prompts and structured outputs that are reliable, not lucky.
Wire GPT into your APIs and data with tool calling so it can take real, validated actions.
Caching, routing and model tiering to cut your token bill without hurting quality.
Retries, evals, rate-limit handling and observability so your AI features don't break under load.
A free 30-minute call to map your goals, current stack and where openai support will move the needle fastest.
You get a clear, fixed-scope proposal — milestones, timeline and pricing. No vague retainers, no surprises.
I build in the open with you, shipping working increments weekly so you can use it (and steer it) the whole way.
Clean code, docs and a walkthrough so your team owns it. Optional ongoing support if you want me on call.
Depends on the task, quality bar and budget. I'll benchmark a few on your real prompts and often mix models — a cheaper one for routine calls, a stronger one where it counts — to balance cost and quality.
Yes. I routinely lower costs with caching, prompt slimming, model tiering and smarter retrieval — usually without any drop in output quality, often with a measurable improvement.
Yes. If you're on Azure OpenAI for compliance or procurement reasons, I can build against it with the same reliability and cost practices.
Book a free 30-minute discovery call. I'll tell you honestly whether I can help, what it'll take, and what it'll cost.
$ aidevguy --consult --start_