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Shivacha — Simplifying Tech Solutions
Shivacha AI

Hire AI Developers

Hire AI developers who take LLM, RAG and agent systems from demo to production — with evaluation, guardrails and cost control.

Agent run · Support refund
Illustrative
Customer: My order arrived damaged — can I get a refund?
  1. Understand requestIntent: refund · order #4821
  2. Retrieve policyRefund policy v3 · 2 sources cited
  3. Call toolsorders.lookup · payments.status
  4. 4Human approvalRefund above auto-approve limit
  5. 5Execute actionpayments.refund
  6. 6Respond & logCustomer reply · audit trail

Tool call

orders.lookup({
  order_id: "4821"
}) → { status: "delivered",
      amount: 42.00 }

Approval required

Refund 42.00 to original payment method

  • You interview

    Every engineer

  • Vetting

    Code review + practical

  • Overlap

    With your working hours

  • IP & NDA

    Assigned to you

What a AI developer does for you

Most AI prototypes stall because nobody defined what 'good' means. Our AI developers build evaluation sets first, treat retrieval as its own system, add guardrails and human approval where actions matter, and watch latency and cost per request. They integrate models into the tools your teams already use rather than building yet another chat window.

When to hire

  • You have an AI pilot that needs to become a reliable product
  • You want to add assistants, search or automation to an existing platform
  • You need RAG over your own documents with permissions respected
  • You are building agents that take actions in business systems

Responsibilities

What they will own

  • Build evaluation sets and automated quality checks
  • Design retrieval pipelines: parsing, chunking, hybrid search, re-ranking
  • Implement agents with tool use, approvals and audit logs
  • Integrate models with product and business systems
  • Monitor quality, latency and cost in production

Skills

Typical skill set

PythonTypeScriptLLM APIsRAGVector databasesAgent frameworksEvaluation toolingMLOps

Technologies

Vetting

How we assess every AI developer

Profiles are shared only after these checks. You then run your own interviews.

  • Review of production AI work
  • Practical exercise on retrieval and evaluation
  • System design interview for an agent workflow
  • Data-privacy and safety judgement check

Hiring process

From requirement to first sprint

  1. 1Share your requirementRoles, seniority, stack, time-zone overlap and what the developers will own.
  2. 2Review profilesWe shortlist engineers whose experience matches, and share profiles for your review.
  3. 3InterviewYou interview every candidate. Nobody joins your project without your approval.
  4. 4Onboard & startAccess, rituals and first-sprint goals are agreed; the developer works in your tools.
  5. 5Review & scaleRegular check-ins on quality and velocity. Scale the team up or down as the roadmap changes.

Engagement models

Choose how the developers work with you

Individual Specialist

1 engineer

A senior specialist embedded in your team to fill a specific skill gap.

Best for: Adding expertise such as smart contracts, AI or platform engineering to an existing team.

Dedicated Pod

2–4 people

A small, self-organising unit focused on a feature area or workstream.

Best for: Owning a defined area of your product with minimal management overhead.

Dedicated Team

5–10 people

A full cross-functional team working exclusively on your roadmap.

Best for: Building or evolving a product or platform over the long term.

Extended Team

Flexible

Shivacha engineers integrated into your existing teams as additional capacity.

Best for: Accelerating an in-house roadmap without changing team structure.

Product Squad

4–8 people

Product, design and engineering together, accountable for product outcomes.

Best for: New products or product lines needing end-to-end ownership.

Managed Engineering

Scoped to outcomes

Shivacha owns delivery of defined outcomes with service levels and reporting.

Best for: Delegating a product, platform or operational workstream entirely.

Team composition

Teams are shaped to your roadmap, stack and domain, with profiles shared for your review before anyone starts.

Responsibilities

A written responsibilities matrix defines who owns what — priorities, architecture, delivery, quality and operations.

Communication

Teams work in your tools and rituals: stand-ups, planning, demos and retrospectives, with agreed time-zone overlap.

Delivery

Delivery managers track progress and risks, with regular demos and transparent reporting against agreed metrics.

Security

Least-privilege access, company-managed devices, secure credential handling and confidentiality agreements for every engineer.

Scaling

Teams scale up or down with notice periods agreed in the engagement, with knowledge transfer built into every change.

Engagement

Monthly engagements with clear terms, IP assigned to you and regular performance reviews with your leadership.

Need a whole squad instead? See the dedicated AI engineering team.

FAQ

Frequently asked questions

Which AI models do your developers work with?

Commercial APIs and open-weight models. We choose based on quality on your evaluation set, data-residency requirements, latency and cost.

How quickly can developers start?

It depends on the role, seniority and number of people. We share profiles for your review first; initial engineers can often start within a few weeks of agreeing scope. We will not promise a start date before we have checked availability.

Do the developers work in our tools and time zone?

Yes. They work in your repositories, tracker and chat, and we agree a meaningful overlap with your working hours before the engagement starts. We have offices in India, the USA and the UK.

Who owns the code?

You do. All work product and IP are assigned to you under the engagement agreement, and NDAs are signed before any confidential material is shared.

Can we interview the developers?

Yes. You review profiles and can interview every engineer before they join your project.

Next step

Hire AI Developers.

Tell us about the roles, seniority and stack you need. We will reply with a proposed composition and profiles for review.

  • Senior engineer reads every enquiry
  • Reply within one business day
  • NDA on request

Prefer to talk first?

Book a 30-minute call, or message the nearest team on WhatsApp.

Book a Call

Your details are used only to reply to this enquiry.

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