Independent thinking. Useful things.Based in Mumbai, India

AI, built for
the real world.

I'm Gaurav. I turn complex ideas into products people can use and build the systems that make them work.

AI systems, product interfaces & the details between.

Learning in motionEXPERIMENT / 001
A small neural network learns to distinguish two groups of points.
01 / SELECTED WORK

Ideas become things.

Different problems. The same instinct:
understand it, build it, make it useful.

VICTUSAGENT SYSTEM
A requestContext & toolsPolicy checkAn inspectable action
RETRIEVEDECIDETRACE
01 / AI SYSTEMS

VICTUS

An assistant with tools.
And a sense of boundaries.

Document-aware AI orchestration with tool policies, approval controls, and execution traces. The interesting part is what happens between a request and an action.

AgentsRetrievalTool policies
INNEEDRENTAL MARKETPLACE
Own less.
Do more.
DiscoverRentReturn
02 / FULL-STACK PRODUCT

INNEED

A rental marketplace built around the whole journey: discovery, vendor onboarding, checkout, payment verification, disputes, and administration.

MarketplacePaymentsWorkflows
There's more in the workshop.Explore all work
02 / ENGINEERING IN PRACTICE

Small decisions.
Real impact.

The work that makes a product
faster, safer, and more dependable.

PRODUCT SYSTEMS

AlsoNotify

Trust is a product feature.

Authentication, safer email rendering, and reporting rules shared by the interface and exported PDF.

One KPI definitionconsistent reporting across the interface and PDF
Read the story
03 / OPEN SOURCE

Different codebases.
The same care.

Focused fixes, shared upstream.
Every contribution has a trail.

44merged pull requests
17projects with merged work
31open pull requests
GitHub snapshot
7 October 2026
Browse the full contribution index
04 / ROOM FOR CURIOSITY

A little less serious.
Just as considered.

Useful can have a personality.

DEVELOPER TOOLS

Bitling

A desktop companion that catches commits, hunts failing tests, and celebrates a push. This is its actual browser engine. Give it something to do.

bitling / playground
Bitling, the little desktop robotClick to pat. Drag to throw.

Real engine. Simulated developer events. Starts muted.

CREATIVE ENGINEERING

The World

My GitHub profile, as a playable 3D world. Walk through repositories, explore language districts, and meet the collaborators behind the commits.

null / the-world
RECORDED GAMEPLAY
WASD MoveDrag LookE Explore

Repositories become places. Your curiosity becomes the controller.

The World / NULL

Choose Enter the World to play. WASD to move, drag to look.

05 / A BIT ABOUT ME

An engineer.
A builder.
Still curious.

I like the space between a promising idea and a product someone can actually rely on.

My background is in computer engineering and data science. Today, I work across retrieval, agents, APIs, and interfaces from Mumbai.

I'll happily get into model behavior or a stubborn cache bug. I also believe a small, playful interaction can be worth building well.

My working toolkit

  • Python
  • TypeScript
  • React
  • Next.js
  • Astro
  • FastAPI
  • Node.js
  • PostgreSQL
  • Redis
  • Docker
  • AWS
Education & earlier work

B.E. Computer Engineering
University of Mumbai, 2024

Data Science & Analytics with AI
IT Vedant with IBM, 2024–2025

Data Science Intern
Code B Solutions, February–April 2025

Published research on blockchain voting systems ↗
06 / THE THREAD THROUGH IT ALL

A few years.
A lot of curiosity.

From early Java projects and a voice assistant to data science, useful AI, and contributions upstream.

Follow the journey
  1. 2023Learning by building

    Java, web experiments & voice assistants

  2. 2024Computer engineering & research

    Graduation, blockchain voting & data science

  3. 2025Models become applications

    Internship, computer vision & early agents

  4. 2026Products, systems & upstream

    AI engineering, creative tools & open source