Full-Stack & AI Product Engineer

Bring me the idea. I'll help you ship the product.

I'm Harjot, a full-stack and AI product engineer. If you have a Figma, a rough brief, or a half-built product, I'll help turn it into something real, live, and maintainable. I built Moonshift, a multi-agent app builder that served 1,200+ users, so I know the gap between a demo and a product people can actually use.

Start a project See the work Book a call (opens in a new tab)

Remote from New Delhi (IST) · Fixed-scope and ongoing engagements · Replies within one business day

What are you trying to ship?

The best fit is a real product problem with a decision-maker, a useful first milestone, and a willingness to keep scope honest.

You have an ideaYou need a small, useful first version and a technical partner who can help decide what not to build yet.
You have a productYou need an AI feature, integration, reliability pass, or another pair of hands to move the roadmap forward.
Your codebase is stuckThe prototype works in a demo but is slow, fragile, insecure, or difficult to take to production.

Ways I can help

Every engagement starts with a written scope. The right shape and price depend on the product, the deadline, and what already exists.

Idea to live MVP

For founders without a technical co-founder

Scope the smallest useful product, build the core experience, connect the backend, and deploy it with a handover you can own.

Fixed-scope sprint · timeline depends on scope

Discuss this

AI product sprint

For teams adding AI to an existing product

Turn an LLM, agent, RAG, or automation idea into a working feature with sensible evaluation, observability, and cost decisions.

Fixed-scope sprint · timeline depends on scope

Discuss this

Product or codebase rescue

For half-built or AI-generated products

Find the highest-risk problems, make the next fixes concrete, and create a path from fragile prototype to shippable product.

Diagnostic first · implementation quoted separately

Discuss this

Fractional product engineering

For small teams that need ownership

Take responsibility for a product area, ship continuously, and give a founder or product team dependable technical momentum without adding a full-time hire immediately.

Ongoing monthly engagement · explicit capacity

Discuss this

Proof of shipped systems

These are the systems and outcomes I can show, not a list of tools I have tried.

Moonshift (opens in a new tab)Founding engineer on an AI app builder for 1,200+ users. Improved end-to-end generation success from 46.2% to 76.7% and reduced median prompt-to-live time by 32%.
SignVault.ioOwned the REST API, ABAC permissions engine, Stripe billing, and document workflows for a multi-tenant e-signature SaaS.
Reinstate (opens in a new tab)Built a Go CLI for encrypted cross-machine AI coding-session sync, with 23/23 cross-platform acceptance tests.
Orchastra (opens in a new tab) and DevSynq (opens in a new tab)Shipped a multi-agent workflow canvas with 140+ early adopters and a developer tool used by 219+ developers.

View project details

A straightforward process

Understand the problemA short call or written brief clarifies the user, desired outcome, constraints, urgency, and what success means.
Write the smallest useful scopeYou receive a clear proposal with deliverables, exclusions, milestones, dependencies, and a fixed price or monthly arrangement.
Build in visible incrementsWork is shipped in small steps with a written update each week and decisions recorded when scope changes.
Launch and hand overThe product is deployed to your infrastructure, with documentation, a walkthrough, and an agreed support window.
Decide what comes nextWe close the loop with the next product priorities, a maintenance plan, or a clean handoff to your team.

Before we start

How does remote collaboration work?

I work remotely from New Delhi (IST). We agree on overlap for important decisions, use written updates for the rest, and keep dependencies visible so timezone differences do not become a surprise.

How are scope and payments handled?

The proposal defines what is included, what is not, milestones, payment timing, ownership, and support. Changes are quoted separately instead of being hidden in an open-ended invoice.

What if I am not sure what to build?

That is fine. Share the idea, the customer, and what you have tried. I can help turn it into a smaller first milestone before we commit to a build.

Do you also consider long-term roles?

Yes. The client path stays focused on product work, while the resume contains the fuller employment history.

Tell me what you are building.

A few useful details are enough to start: the product, the current stage, the outcome you want, and when it matters. I will reply with a practical next step within one business day.

Prefer a call? Book a call.
Prefer email? me@harjotrana.com.