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English
$
USD
I will build your production ready ai infrastructure
About this Gig
A good AI application needs more than working prompts and APIs. It needs infrastructure that is reliable, maintainable and ready for production.
I build production-ready AI infrastructure so your team can develop, test and deploy with confidence.
Depending on your package, this can include:
- Repository and project setup
- Development, staging and production environments
- CI/CD and automated deployments
- Rollback and recovery setup
- Secrets and environment management
- Cloud infrastructure configuration
- Smoke tests and deployment validation
- Monitoring and health checks
- AI services, RAG and vector integrations
- Documentation and handover
The goal is a clean foundation that lowers operational risk, reduces unnecessary AI costs and makes production behavior more predictable.
Your team is left with a structured environment they can continue building on, instead of a collection of manually configured services.
Already have an AI application and mainly need cost optimization, reliability improvements or a migration? Please check my other Gigs, as one of them may be a better fit.
Not sure which package fits? Send me a message before ordering.
Other DevOps Engineering Services I Offer
FAQ
What do you mean by production-ready AI infrastructure?
A structured setup your team can safely develop, test and deploy on, including environments, CI/CD, configuration, validation and monitoring depending on the package.
Can you set up development, staging and production environments?
Yes. I can create isolated environments with separate configuration, secrets and deployment workflows.
Do you configure CI/CD and automated deployments?
Yes. I can set up automated build, test and deployment pipelines using tools such as GitHub Actions and your existing cloud platform.
Can you set up automatic rollbacks?
Yes. Where supported by the architecture, I can configure rollback strategies and deployment validation to reduce production risk.
Can you help reduce AI infrastructure costs?
Yes. I design the infrastructure with efficiency in mind, including sensible model usage, routing, caching and infrastructure choices where relevant.
Do you support RAG and vector databases?
Yes. I can integrate RAG components, vector databases, embeddings and supporting services into the production infrastructure.
Which cloud providers do you support?
I can work with AWS, Microsoft Azure, Google Cloud and other suitable hosting environments depending on your requirements.
Can you work with an existing codebase?
Yes. If you already have an application but need a professional production foundation around it, I can build around your existing project.
Will I receive documentation?
Yes. Relevant setup and deployment documentation is included so your team can continue working with the environment after delivery.
What if I already have production infrastructure?
Please check my other Gigs. If your main goal is AI cost optimization, reliability improvements or migrating an existing AI stack, another Gig may be a better fit.
