Abhay Gawade

AI Product Engineering

AI products that feel useful from day one.

I help founders and teams turn an AI idea into a working product. The work is not only prompts. It is product flow, data, UI, memory, safety, and the small details that make people trust the app.

How I work

Clear work, simple handoff, no drama.

01

Shape the product

We decide what the AI should do, what the user should control, and where normal software is better than a model call.

02

Build the core flow

I can build the app, connect the model, design the screens, and make the first useful workflow feel clear.

03

Make it production-ready

We add logging, guardrails, retries, evals, cost checks, and the simple admin views a team needs.

Outcomes

What should improve.

  • A working AI product flow
  • Clear product decisions
  • Cleaner model and UI boundaries
  • A path from prototype to launch

Newsletter

Notes on AI products, developer tools, and startup systems.

Occasional writing from the workbench. Useful ideas only, sent when there is something worth sharing.

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Contact

Let's build something useful.

If your mail provider can't handle this address, that's on them.

[email protected]