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devangk003/README.md
Devang Kumawat. I take a surface nobody owns and ship it end to end. Design, engineering, distribution. 2026 Information Science graduate, Bengaluru, India.

Three startup internships, about eight months total: Useful Ventures (Crewm8.ai), Brixline, and a work trial at OpenTrade (YC S26). Before that I ran a YouTube channel to 270k views on my own, at 18.

I build the thing, then I go find what's wrong with it. Most of what's below has a number attached because I went and counted.

Note

Looking for a full-time role. Bengaluru, or remote.  ·  devangk003.vercel.app  ·  devangk1403@gmail.com


 Selected work

AGENTS & EVALUATION

An agent built to refuse to make things up

LangGraph, five tools, six safety rails. 93% pass on a 30-case held-out set, kept disjoint from the set I tuned the guardrails on. 0% attack-success-rate.

The judge is a different model family, so it can't rubber-stamp its own output. It scores tone only. I never let it gate pass or fail.

Python  ·  LangGraph  ·  Case study →

PRODUCT & UX RESEARCH

A recipe app for when your hands are covered in oil

I recorded a 50-minute cook. A wet finger doesn't register a tap. Water on the glass scrolls the page on its own. The screen is unusable at the exact moment you need it.

All 15 lookups in that cook were questions. Nobody set a timer. So the IA splits on hand state and runs on a 14-rule voice grammar.

React 19  ·  TypeScript  ·  Live →

AGENT TOOLING & GTM

A go-to-market team, encoded as a skill graph

32 skills across 6 categories, a dependency DAG, three CRM adapters. Ran it live on 30 leads for $0 in API spend.

The DM helper refuses to write a message it can't ground in a real record. That was the point of building it.

MIT  ·  Python  ·  Case study →

FRONTEND & TECHNICAL SEO

Built to be read by AI search, not just by people

Hand-written llms.txt. Schema.org JSON-LD rendered server-side, so a crawler gets it without running JS. Sitemap and robots generate from one route manifest.

Then I shipped three case studies on 8 July and forgot to add them to that manifest. No crawler could see them for a month. I caught it diffing the sitemap against the routes.

Next.js  ·  TypeScript  ·  React Three Fiber

 More work
KusPus
C#
Local speech-to-text for Windows. whisper.cpp on the CPU. About 860 ms end to end for 3 seconds of audio on tiny.en. No cloud, no account, no telemetry.
HiveCodex
TypeScript
Real-time collaborative coding. Monaco, Socket.IO, MongoDB with GridFS, Docker.
GoFetch
TypeScript
Natural-language queries over Indian public datasets, on MongoDB vector search. Hackathon-scale prototype, and it reads like one.
SundayInsurance
TypeScript
Vehicle-insurance comparison. React and Express with a Puppeteer quote scraper.

 Stack

Build: TypeScript, React, Next.js, Tailwind, Python, Claude Code. Infra and data: Node.js, Docker, Vercel, PostgreSQL, MongoDB, Stripe. Design and measure: Figma, Photoshop, Illustrator, Three.js, PostHog, Git.

Also LangGraph, Remotion, C++, C#, Java, SQL, InDesign and Affinity. Design tokens, schema.org JSON-LD, technical SEO and AEO.



 Elsewhere

Languages by bytes: TypeScript 66.1%, Python 12.5%, C# 11.5%, JavaScript 4.7%, HTML 2.0%, CSS 1.8%, Other 1.3%.

Portfolio

LinkedIn

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Email

Pinned Loading

  1. astroagent astroagent Public

    AstroAgent — a warm, conversational Vedic astrology AI companion. LangGraph + Kerykeion (sidereal/Lahiri) + assistant-ui, with a multi-model evaluation harness.

    Python

  2. gtm-agent-skills gtm-agent-skills Public

    Python

  3. kuspus kuspus Public

    Speech-to-Text dictation for Windows with Hotkey. Whisper.cpp running on your CPU, paste anywhere. Local. Privacy. First. No cloud, no account, no telemetry.

    C# 2 1

  4. recipe-app recipe-app Public

    Cook-Along Mode: a recipe app for when your hands are covered in oil. Voice-driven IA that splits on hand state, with the design system enforced by a build check instead of a document. React 19 + T…

    TypeScript

  5. hivecodex hivecodex Public

    HiveCodex is a full-stack web application designed to provide a real-time, collaborative coding environment with features inspired by platforms like Discord and Visual Studio Code. It allows develo…

    TypeScript

  6. portfolio-website portfolio-website Public

    HTML