I build things that think, and think about things worth building.
I work where AI meets real products, turning fuzzy problems into tools people actually use. Lately that means semantic search, agentic systems, and open source. Always learning in public.
I'm a builder who's equally at home in a codebase and a product spec.
My favourite problems live in the gap between what's technically possible and what people actually need. I like shipping small, learning fast, and writing things down so others can build on them.
Most of my recent work orbits applied AI: semantic code search, retrieval systems, and agentic tooling, plus open source, where I contribute to projects like CocoIndex. When I'm not coding I'm usually thinking about how to make a product feel inevitable.
Off-screen: I won Smart India Hackathon 2024 (1st of 600+ teams), placed Top 5 at IIM Mumbai's ESG Hackathon, and led an 80+ member community NGO. I care about momentum, taste, and doing the unglamorous work that makes things real.
I work on Signzy's customer onboarding product, sitting between product, compliance, engineering, and integration teams to ship changes that are both usable and regulatory-compliant.
Doctors were hesitant to use the app for consultations, so I worked on the doctor-side application to find and fix the friction.
Terminal-based semantic code search that runs fully local. No API keys, live re-indexing as you code. Search your codebase by meaning, not just text. Built on CocoIndex with pgvector under the hood.
Contributor to CocoIndex, an incremental data framework for AI agents. Two merged PRs: made sentence-transformers an optional dependency (#674) so the library installs lighter by default, and added naming validation for flow identifiers (#783) to catch invalid flow names early.
An AI localisation tool shipped as a single npm package. Drop it in and it translates your website's content with AI in minutes, making your product global and improving SEO across languages, without a manual translation pipeline.
A document verification portal for AICTE that automates validation across 100+ document types using computer vision and OCR, cutting manual processing time by 70%. Won Smart India Hackathon 2024, 1st of 600+ teams.
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