My Work

Scoop

A family-admin app that turns school chaos into a plan. Paste a school email, WhatsApp thread or newsletter and Scoop uses AI tool-calling — not chat — to pull the events, deadlines, tasks and RSVPs into one editable list, with Today/This-Week filters, calendar export, and Google Calendar/Tasks sync. Silver Award, CSC Back-to-School Hackathon; selected for Hackyard Build 2026 at IIT Guwahati.

  • TanStack Start
  • Groq
  • TypeScript
  • Composio
Read the full case study →
Scoop

llmScribe

An open-source tool that turns any codebase into clean, structured, deterministic data for LLMs — no AI, no embeddings, no hidden ranking. It maps a project, searches it, and retrieves exactly what you need; it's dependency-aware and git-aware, and works on local folders or public GitHub repos without cloning. Ships as a command-line tool, a desktop app, and a hosted server for AI agents.

  • Python
  • MCP
  • CLI
  • PyPI
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llmScribe

LuminaBG

A hybrid background remover that refuses to lock you into one engine. Pick from seven models per image — including a zero-upload browser engine where your image never leaves the tab. Before/after compare, optional alpha matting for hair and fur, transparent-PNG export.

  • React 19
  • Vite
  • Hugging Face
  • remove.bg
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LuminaBG

Vidgrab 2.0

A video downloader built for speed and simplicity. Paste a YouTube or Facebook link — videos, Shorts or Reels — search YouTube with instant previews, and grab MP4 up to 1080p or MP3 audio. No accounts, no limits.

  • React
  • Vite
  • Node.js
  • yt-dlp
  • Docker
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Vidgrab 2.0

walliq

A cross-platform wallpaper hub — a mobile app and a zero-dependency web client, both driven by a single static catalog hosted on GitHub. No backend, no database: drop images into a folder, push, and the catalog regenerates itself. Auto light/dark theming, favorites, and pinch-zoom.

  • Flutter
  • JavaScript
  • GitHub CDN
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walliq

Munin

A news reader that gathers live headlines from ~110 Indian newsrooms and lays them out in one calm feed — read it as a feed, a reels-style stack, or by topic. Save stories, follow the newsrooms you trust, and write your own take; bookmarks, history, posts and theme are kept on your device, so there is no account and no backend.

  • React 19
  • TypeScript
  • TanStack Start
  • RSS
Read the full case study →
Munin

Achievements

Highlights from platforms, building sessions, and recognition earned while shipping real software.

  • CSC Back-to-School Hackathon โ€” Silver Award (2nd Place)

    CSC ยท Oct 2026

    Won the Silver Award for Scoop, an AI-powered personal assistant for school communications, event invitations, and family logistics. Awarded by Webb Computer Science for Change.

    ๐Ÿฅˆ Silver Award ยท 2nd Place Scoop ยท CSC Back-to-School Hackathon
    View Certificate →
  • Hackyard Build 2026 โ€” Selected Builder

    Hackyard ยท Oct 2026

    Selected for Hackyard Build 2026 in-person round at IIT Guwahati (Oct 2026) with project Scoop, from thousands of applicants.

    ๐Ÿ† Selected Builder Solo ยท Scoop ยท IIT Guwahati
    View Announcement → View Selection Letter →
  • Replit 10th Birthday โ€” Top 8% of Builders

    Replit ยท May 2026

    Ranked in the top 8% of all builders. Shipped 2 apps in a single day with 64 AI agent interactions.

    ๐Ÿ… Manager of Parallel Agent Recognized for high-output multitasking
    View Recap →

What I Bring to the Table

Python is my hands-on language. I design how a system fits together, then build, test and ship it, directing AI to write and review code across other stacks when a product needs them.

Language

  • Python

Strengths

  • System design
  • Scalability
  • AI-assisted development
  • Product thinking
  • Problem solving

Tools

  • Git & GitHub
  • GitHub Actions
  • Vercel
  • Cloudflare
  • PyPI

About Me

Amrito Kundu

I'm a self-taught AI product builder and AI-assisted developer — a vibe coder at heart. Python is the language I know best. I use it to build tools and backends, and I use AI to help write code in other languages when a project needs it. I focus on keeping things simple: design the system, build it, test it, and ship it. I like taking an idea and turning it into something that works.