gj. Gaurav JadhavAI & product engineer
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.

Explore selected work GitHub

Currently building at Alsonotify / Digibranders

Learning in motionEXPERIMENT / 001
A small neural network learns to distinguish two groups of points.
A small network, learning.Actual training · synthetic data.
Retrieval & agentsFull-stack productsSystems that hold upSCROLL TO EXPLORE
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
Source
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
Source
MULTIMODAL SEARCHAI APPLICATION
Words and images, one search space Conceptual animation: a text signal and an image signal enter a shared embedding space. Nearby points light up together to illustrate related meaning. Positions are illustrative, not measured CLIP embeddings. Words Images Shared meaning
TEXT + IMAGE
CONCEPTUAL VIEW
03 / MACHINE LEARNING

Search beyond keywords.

Find images with a sentence or another image. CLIP embeddings and vector search connect a FastAPI backend to a React interface.

CLIPChromaDBFastAPI
Source
There's more in the workshop.Explore the repositories
02 / ENGINEERING IN PRACTICE

The work behind
the working product.

Some of the most valuable changes
never become a feature announcement.

OYECHATS / AI ENGINEERING

Better answers start
before the answer.

I traced a relevance gate that was rejecting useful knowledge-base content, consolidated duplicated RAG pipelines, and moved qualification work onto a durable queue.

15,233 8,120tokens in one assembled prompt,
as documented in the remediation PR
Retrieval diagnosisPrompt & durability work
CLEANSTART / PRODUCT ENGINEERING

Fewer requests.
Correct timing.

I batched CMS relationship lookups and corrected cache invalidation that could happen before a database transaction committed.

~75 2relationship requests for the
documented 25-row list view
CMS performanceCache correctness

Professional contributions at Alsonotify, a Digibranders brand. Linked changes describe my contributions within team products.

03 / 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.

Explore the full project ↗Source
CREATIVE ENGINEERING

GitHub Mirror

A different way to explore a GitHub footprint, with deterministic visual signatures built from repository and activity data.

Explore the source
04 / 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 at Alsonotify / Digibranders in 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 · 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
ALONG THE WAY

Small fixes.
Shared upstream.

llm-gatewayPreserving Anthropic server-tool parameters.ReadestMaking multi-device file sync converge.PandocRestoring a missing blockquote bar in ANSI output.