Hello Model Services

Services

Take your AI prototype to production on Azure

I take your AI prototype to a secure, monitored, cost-controlled production setup on Azure, with CI/CD, so your team can ship changes on their own. Set up in weeks, not months.

Book a free 20-minute callSee the packages

Who it’s for

  • Software teams of 10–200 people who built an LLM prototype and can’t get it into production
  • .NET and Azure teams who already pay for Azure and want Azure OpenAI, AI Search and Functions, not a new cloud
  • Startups and agencies in the US, UK, EU and the Gulf who want senior work at Indian rates

Why me

  • Production Azure and CI/CD. Hands-on Azure Functions and GitHub Actions CI/CD on a live finance API.
  • The model side too. An M.Tech. in AI and machine learning at BITS Pilani (WILP), so the work covers the models, not just the plumbing.
  • A public teaching record. The guides and lessons on this site, and a weekday blog on Medium.

Packages

Fixed scope and a fixed price, agreed in writing before work starts. Prices are where each package starts; the final price depends on the scope.

1 weekStart here

AI infrastructure audit

  • A review of your current setup
  • Cost and security gaps, with the fix for each
  • A written roadmap, most important first
  • A 60-minute call to go through it

From $500₹25,000 in India

Its fee comes off Prototype to production if you go ahead within 30 days.

See a sample report

3–4 weeks

Prototype to production

  • Your LLM or RAG app on Azure: Azure OpenAI, AI Search, and Functions or Container Apps
  • CI/CD with GitHub Actions
  • Secrets in Azure Key Vault
  • Monitoring and cost alerts

From $3,000₹1.5 lakh in India

4–6 weeks

MLOps pipeline setup

  • A pipeline that trains, tests and deploys your model
  • Versioned models, with one-step rollback
  • Drift and cost monitoring

From $6,000₹3 lakh in India

Monthly

Care plan

  • Monitoring and cost tuning
  • Model and dependency updates
  • Up to 10 hours of support a month

From $800 a month₹30,000 a month in India

Every package ends with documentation and a recorded walkthrough, so your team can run and change what’s built without me.

How it works

  1. Book a free 20-minute call. We look at what you’ve built and what’s stopping it from going live.
  2. Start with the audit. Or go straight to a build when the scope is already clear.
  3. Agree the scope and price in writing. Before any work starts. 50% is paid upfront and 50% on handover; care plans are billed monthly in advance.
  4. Get a handover. Documentation and a recorded walkthrough, so your team can run and change it without me.

Tell me about your project

A few lines are enough. I reply within two working days with times for a free 20-minute call.

or write to [email protected]

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Questions

Who owns the code and the cloud setup?

You do. Everything is built in your GitHub and your Azure subscription, and every package ends with documentation and a recorded walkthrough, so you’re never locked in.

Who pays for Azure?

You do, directly: your subscription, your bill. Each setup includes budgets and cost alerts, so there are no surprises.

How do you handle our data and security?

I work in your Azure subscription with access you grant and can remove at any time. Secrets go in Azure Key Vault, and production data stays in your cloud.

Will you sign an NDA?

Yes. Send yours before the first call, or ask for a simple mutual one.

How do payments work?

50% upfront and 50% on handover for packages; care plans are billed monthly in advance. Clients in India pay by bank transfer; international clients can pay through Wise or Payoneer.

Which time zones do you work in?

I’m in India (IST, UTC+5:30). Working hours overlap with the UK, EU and the Gulf; for the US, calls are in your morning or evening.

What if we need something outside a package?

It becomes a written change request, or hourly work at $40–$60 an hour (₹3,000–₹4,500 in India).

Do you work on AWS or Google Cloud?

These packages are for Azure. For other clouds, the free plans and guides on this site still apply.