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AI-to-Production Sprint

Take your working LLM or AI prototype and ship it as a reliable product real users can depend on.

By ·

What you get

Auth, rate-limits, and abuse protection
Observability, logs, and cost tracking
CI/CD pipeline and infra-as-code
Production deploy + on-call handoff

How the engagement runs

01

Discovery

Short async intake + a call to understand constraints, stakeholders, and what a good outcome looks like.

02

Scope & plan

A written plan with scope, milestones, and success criteria so we agree what done looks like before starting.

03

Execution

I work in tight loops with a weekly demo and async updates. Your team stays in the loop, never surprised.

04

Handoff

Docs, runbooks, and a walkthrough so your team owns what was shipped. Optional retainer for ongoing support.

Recent work

Recent: Mercedes Benz tooling · MedLucy desktop app

Focus areas

LLM AppsInfraObservabilityCI/CD

Ready to start this engagement?

Book a 30-minute discovery call. If it's not a fit, I'll point you to someone it is.

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