Rishabh Kabra
An open black vault door casting a bright refracted beam across the floor.

Rishabh Kabra Product designer & builder

Taste that keeps working after I leave the room.

I question the brief, shape the product, and design the experience. Then I make what works repeatable.

Product thinking / Interaction design / AI-native building

Explore selected work

Selected work.

Interfaces, experiments, and the decisions behind them.

Canon's timeline and premise checker flag an outdated project owner and launch date. Live, interactive demo

Live experiment · Designed and built solo

Canon

An agent can write a convincing message using an owner or launch date that stopped being true. I built a gate that checks those assumptions before the message goes out.

Flag it. Don’t silently rewrite it.

An automatic rewrite could corrupt names. I replaced it with field-level corrections and source receipts: the person redrafts, then checks again.

Independent browser demo using synthetic project data. Checks explicit facts in its record.

Try the premise checker

Product motion · Design-system contribution

Arré Voice

Onboarding, login gratification and interaction motion for a voice-community app. My work included revolving-orbit onboarding motion and design-system contributions.

Motion that reaches the handoff.

I iterated the onboarding motion and optimized Bodymovin/JSON exports for the implementation handoff.

Project interface stills from my product-design internship, May–July 2025.

Inspect the onboarding screen
Arré Voice onboarding screen introducing communities with a revolving-orbit composition. Arré Voice phone-number login sheet over a community-guidelines screen.

Current work & methods

In production

HumanX's internal AI products, from product scope to implementation.

HX Labs

HumanX's internal AI product arm. I own product design, front-end implementation, back-end wiring, and product scoping — the whole delivery path, one person. As its sole GitHub maintainer, I also merge my own pull requests.

Role
Sole designer-builder
Year
Mar 2026 – present
Scope
Product design · Front-end · Back-end wiring · Scope
Stack
React · TypeScript · Figma · Claude Code
Delivery
In production

In production

Agent experiences, account-management design and a shared design system.

JuiceLabs AI

At JuiceLabs, I design agent experiences and the design system behind them. I designed the account-management flows; engineering implemented them.

Role
Product designer (consultant)
Year
Oct 2025 – present
Scope
Account management · Agent surfaces · Design system · Onboarding
Stack
React · TypeScript · Figma
Delivery
In production

Workflow team-adopted · Migration awaiting merge

A public method for giving coding agents reviewed component contracts.

AI-native Storybook

A published component library and a team-adopted workflow for using reviewed components. The JuiceLabs product migration is unchanged since handover and still awaiting merge. Designers raise pull requests; engineering controls merging.

Role
Design-system operations
Year
2026
Scope
Component registry · Agent contract · Migration · Team workflow
Stack
Storybook · TypeScript · Claude Code
Delivery
Method open-sourced · Migration awaiting merge
Method, open-sourced

Method · Demo on request

Reviewed screen structure turned into editable Figma components and layouts.

Image-to-UI compilation engine

An engine for compiling reviewed screen structure into editable, auto-layout Figma builds with reusable components and tokens.

Role
Design-to-code automation
Year
2026
Scope
CV geometry · Model judgment · Figma write-back
Stack
Node · Figma Plugin API · Claude Code
Delivery
Editable Figma builds · Demo on request

Live experiment

A working premise-checking experiment that flags mistakes without silently rewriting the message.

Canon's public homepage showing a timeline conflict and the premise checker blocking stale information.

Canon

An interactive experiment that checks proposed actions against a synthetic fact table. It flags stale owners, dates and assumptions, with source-backed corrections instead of silently rewriting the message.

Role
Designed + built solo
Year
2026
Scope
Product · Interaction · Front-end · Copy
Stack
Next.js · TypeScript · AI SDK · Vercel
Delivery
Working demo · Synthetic data
Open Canon

Private system · Daily use

Research connected to the decisions it can change, not just saved for later.

Mind Palace

A local research and memory system that connects references with the decisions, questions and work they can inform.

Role
Designed + built solo
Year
2026
Scope
Pipeline · Agent layer · Retrieval · Daily ops
Stack
Node · Ollama · Whisper · Telegram
Delivery
Daily research · Connected memory

Make the right work repeatable.

I use AI to explore options and carry decisions into working software. The goal is a better product—not more automation.

Questions that change the work

In a product flow, I keep a question only if the answer can change what happens next. Otherwise, it is another step someone has to get through.

Options with real consequences

Before committing, I compare different ways to solve the problem—including doing less. Each option has to make its trade-offs clear.

Rules with room for judgment

Not every repeated task deserves automation. I first decide what needs a rule, what needs a person, and what should disappear.

AI-first Storybook

A public method for helping coding agents find and reuse approved components.

Image Megaprompt

A reusable format for turning visual direction into detailed image prompts.

A clear cassette half-inserted into a black tape deck.

Context that carries forward.

Mind Palace is a private research and memory system I built for my own use. It connects earlier decisions, references and corrections to the work in front of me.

Not just saved. Connected.

The useful part is finding what matters for the next decision, not collecting more information.

A correction, not a commandment.

A failure earns a fix or a test—not a universal rule. I check whether the lesson still holds when the context changes.

A machined mould, a clear glass chess-like piece, and two black pieces arranged in a production sequence.

From deciding what to build to getting it shipped.

I’m a self-taught product designer and builder. My work spans product framing, interaction design and implementation—with systems that help the useful decisions carry forward.

Current work: HumanX / HX Labs and JuiceLabs AI

More about me
A knurled black cylinder beside a clear glass slab etched with its engineering blueprint.

Let’s build a product worth using.

Tell me what you’re trying to build.

Email me LinkedIn Resume
A clear glass RK monogram mounted on a black presentation base.

Mumbai / Bangalore / Remote · © 2026 Rishabh Kabra