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Services

AI engineering for teams that need it to work.

From a focused proof of value to a production platform: RAG, agents, LLM features, document AI, voice and automation, delivered by one senior engineer who owns the outcome.

How we work

A delivery process built for zero surprises.

Clear milestones, working demos every week and measurable quality gates, so you always know what's done, what's next and what it costs.

  1. 01

    Discover

    A free 30-minute call to understand the problem, the data and what success looks like.

    You getClear problem statement and success metrics

  2. 02

    Architect

    A written technical plan: architecture, model and vector-store choices, risks, milestones and a fixed quote.

    You getArchitecture document and milestone plan

  3. 03

    Build

    Iterative delivery in short milestones with working demos, so you see progress every week, not at the end.

    You getWorking increments you can test

  4. 04

    Evaluate & harden

    Measured against an evaluation set, then hardened with guardrails, access control, error handling and load testing.

    You getEvaluation report and test suite

  5. 05

    Deploy & support

    Dockerized deployment to your cloud, documentation and handover, with optional ongoing support and improvement.

    You getProduction system plus documentation

Ways to work together

Start small, ship fast, scale with confidence.

Most clients begin with a Discovery Sprint. You get a written architecture and a fixed quote before committing to the build.

Discovery Sprint

1–2 weeks

For teams validating an idea or de-risking a build.

  • Architecture and feasibility review
  • Proof of value on your real data
  • Risks, costs and model choices made explicit
  • Written plan with milestones and a fixed quote

A clear go/no-go decision and a build plan you own.

Build

Milestone-based

For teams ready to ship a production system.

  • Weekly demos on working software
  • Evaluation suite, guardrails and monitoring
  • Deployment to your cloud
  • Documentation and handover to your team

A production system, fixed-price milestones or hourly.

Most common

Partner

Monthly

For teams improving and scaling after launch.

  • New features and quality improvements
  • Evaluation and cost reviews
  • Priority support
  • Architecture advice for your engineers

A senior AI engineer on call, without a full-time hire.

FAQ

Questions clients usually ask first.

What kind of AI projects do you take on?

Production AI systems: RAG platforms over large document sets, AI agents and multi-agent workflows, custom chatbots and LLM features, document processing and PII anonymization, voice agents, AI automation and custom machine learning. If it needs to work reliably for real users, it's a fit.

Do you work with startups or enterprises?

Both. I've built for early-stage SaaS founders and for organizations with strict privacy, access-control and compliance needs. The engineering standard is the same; the scope and governance scale with you.

How does an engagement start?

With a free 30-minute discovery call. You then get a written scope with architecture, milestones and a fixed quote or hourly estimate, whichever suits the project, before any commitment.

Which time zones do you work with?

I'm based in Peshawar, Pakistan (PKT (UTC+5)) and work remotely with teams worldwide. I keep regular overlap hours for calls and share async progress updates, and I reply within 24 hours.

Will you sign an NDA? Who owns the code?

Yes, I'm happy to sign an NDA before we discuss details. You own the code, models and documentation delivered for your project.

Can I hire you through Upwork?

Yes. If you prefer Upwork's payment protection, you can hire me there (Top Rated, 100% Job Success), or we can contract directly.

Available for new engagements

Have an AI initiative in mind? Let’s scope it in 30 minutes.

Free discovery call. You'll leave with a clear view of the architecture, risks and next steps, whether or not we work together. I reply within 24 hours.

Not ready to talk yet? Get an instant project plan.