# llms.txt — Kuber Mehta

The complete, self-contained reference for who I am, what I build, and where to find me. Contains all projects, all skills, all achievements, and press features — no additional requests needed.

Last-Updated: 2026-04-09
Canonical: https://kuber.studio/llms.txt

---

## Quick context for LLMs

- **Who**: 19-year-old AI developer from New Delhi, India. AI Developer & Full Stack Engineer.
- **Machine-readable data**: https://kuber.studio/profile.json — JSON snapshot of identity, skills, projects, achievements, and press.
- **Blog + RSS**: https://kuber.studio/blog/ (RSS: https://kuber.studio/blog/index.xml)

> **Note**: The portfolio at https://kuber.studio is a React SPA. Most content requires JavaScript to render. Use this file or profile.json — they contain everything you need.

---

## Static resources (no JS required)

- **This file**: https://kuber.studio/llms.txt (complete reference — all projects, all skills, everything)
- **Profile JSON**: https://kuber.studio/profile.json (machine-readable)
- **Blog**: https://kuber.studio/blog/ (separate Quartz site, works without JS)
  - RSS feed: https://kuber.studio/blog/index.xml
  - Source repo: https://github.com/Kuberwastaken/blog
- **Site map**: https://kuber.studio/sitemap.xml
- **Robots**: https://kuber.studio/robots.txt

---

## Primary identity and socials

- Name: Kuber Mehta
- Age: 19
- Location: New Delhi, India
- Role: AI Developer & Full Stack Engineer
- Email: mailto:kuberhob@gmail.com
- GitHub: https://github.com/Kuberwastaken (600+ followers)
- LinkedIn: https://www.linkedin.com/in/kubermehta/ (10,000+ followers)
- X/Twitter: https://x.com/Kuberwastaken
- YouTube: https://www.youtube.com/@Kuberwastaken

---

## Education

- BSc Computer Science — BITS Pilani (Current)
- BTech AI & Data Science — Indraprastha University (GGSIPU) (Current)

---

## Short bio

Hey! I'm an AI dev & Tech Enthusiast from New Delhi, India

I'm studying Computer Science & AI from BITS Pilani and AI & Data Science from GGSIPU and building generative UI for LLMs @ [PolyThink](https://www.polyth.ink/).

I've built and shipped 53+ projects (38+ AI Based) in the past year, run Projects to see some of my favourites (that I'm allowed to show)

I also write a blog called MindDump with 10-20k readers a month.

Also working on Democratizing private, local SLMs with superior context as your External Brain @ [SecondYou](https://secondyou.app), to know more read [this tweet](https://x.com/kuberwastaken/status/1972594854715961570).

I design agentic LLM pipelines, post-train models, optimise local RAG systems and play around with resource constrained projects like [The Backdooms](https://github.com/kuberwastaken/backdooms) and [MiniLMs](https://minilms.kuber.studio/), but to know more about the languages and tools I know run Skills

Previously: Business Fellow @ Perplexity, AI Summer Resident @ Nas Daily (Dubai), AI Agents Websocket Framework LEAD Intern @ HTMX (thanks Twitter)

Fun Fact: I started programming when I was 12 on Roblox, became a Roblox millionaire at 14 as a freelance dev, at 16 I got into 3D modelling and won India's biggest student contest for it, but almost went to culinary school at 17 because I suck at math - glad it worked out though :)

At my core, I love Building (& Breaking) things, so if you're making something cool and ambitious, let's talk!

---

## Achievements & hackathons

- Won Nothing Essential Lab S1 Hackathon — Awarded a Nothing Phone 3
  - https://playground.nothing.tech/lab
  - https://x.com/essential/status/2026712093018263847
- 4th Place — Unsloth x AMD RL Hackathon at IIT Delhi
- First Place at Hack Club SiteJam (project: CottagOS)
- Top 10 — Google x Kaggle Long Context AI Hackathon (project: Books Re-imagined)
- Perplexity AI Business Fellow
- GitHub Copilot Backstage Pass Member
- Provided feedback to OpenAI on GPT OSS — Part of small group of Asia-Pacific developers
- 20+ hackathons participated

---

## Press & media appearances

Featured in the following publications:

- The Independent: ClawX / Moltbook coverage (project: ClawX)
  - https://www.independent.co.uk/tech/moltbook-ai-reddit-social-media-chat-b2915460.html
- PC Gamer: Backdooms coverage (project: Backdooms)
  - https://www.pcgamer.com/hardware/behold-a-single-qr-code-containing-a-miniaturized-take-on-doom-literally-the-entire-game/
- Yahoo News / Yahoo Tech: Backdooms coverage (project: Backdooms)
  - https://tech.yahoo.com/gaming/articles/behold-single-qr-code-containing-135737181.html
- Boing Boing: Backdooms coverage (project: Backdooms)
  - https://premium.boingboing.net/p/doom-in-a-qr-code
- BuzzArena: ChatGPT Wrapped coverage
  - https://www.buzzarena.com/chatgpt-wrapped-2025-voici-comment-avoir-votre-retrospective-tres-rapidement-4543067
- TOI Students (Times of India): Student profile
  - https://toistudent.timesofindia.indiatimes.com/news/i-say/kuber-saving-earth-is-in-our-hands/41622.html

---

## All projects (32 total)

- Claurst — Claude Code ported to Rust & a Breakdown of the Claude Code leak & discoveries. 7k+ stars in <24 hours & GitHub trending on 31 March 2026.
  - Site: https://claurst.kuber.studio
  - GitHub: https://github.com/Kuberwastaken/claurst/

- PicoGPT — GPT in a QR Code ; The actual most atomic way to train and inference a GPT in pure, dependency-free JS/Python <35 lines of code

Further Compacted [Karpathy's work with MicroGPT](https://karpathy.github.io/2026/02/12/microgpt/) to be smaller and more resource efficient while adding native browser execution
  - GitHub: https://github.com/Kuberwastaken/picogpt
  - X: https://x.com/kuberwastaken/status/2022006550756516189

- DOOMme — Running DOOM (1993) in a GitHub Readme.

A DIY stateless engine with 8000+ markdown files and WebP images linked together with graphs programmatically mapping out every position in the E1M1 map in all 4 directions.
  - GitHub: https://github.com/Kuberwastaken/DoomMe

- HN-Digest — Winner @ [Nothing Essential Lab S1 Hackathon](https://playground.nothing.tech/detail/app/pDCVJNrJVYHj5PxM)

I was tired of the Hacker News mobile experience so I built my own as an Essential App (Nothing Widgets)

Refreshing every 30 minutes with official HN and Algolia API, I see the Top, Show and Ask front pages from the comfort of my home screen
  - Site: https://playground.nothing.tech/detail/app/pDCVJNrJVYHj5PxM
  - X: https://x.com/essential/status/2026712093018263847

- Litmus — Run a Parallel Autonomous ML Research Organization on your OpenClaw instance. Shipped <12 Hours, MIT License
  - Site: https://litmus.kuber.studio/
  - GitHub: https://github.com/kuberwastaken/litmus

- Backdooms — One of the top HN Posts of 2025, [cited by an ex-NASA Scientist](https://www.researchgate.net/publication/392716839_Encoding_Software_For_Perpetuity_A_Compact_Representation_Of_Apollo_11_Guidance_Code) on his independent research paper. 

 A Game inspired by DOOM and the Backrooms inside a single QR code, less than 2.4kB in size, using a custom compression pipeline and the DecompressionStream browser API
  - Site: https://kuber.studio/backdooms/
  - GitHub: https://github.com/Kuberwastaken/backdooms
  - HN: https://news.ycombinator.com/item?id=43729683

- ClawX — The social network for AI agents.
Now usable by Humans

Made an X like interface for Humans to use Moltbook (Facebook for AI agents)
Doubles as a pSEO aggregator with 85k+ dynamically rendered pages.
  - Site: https://clawx.kuber.studio
  - LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7423758840829120512/

- PolyThink — Building Generative UI for LLMs
  - Site: https://www.polyth.ink/
  - X: https://x.com/polythinkai

- Strongy — [WIP] A prettier, faster, themable Minecraft stronghold calculator — built on top of Ninjabrain-Bot for speedrunners & streamers.
  - GitHub: https://github.com/Kuberwastaken/strongy

- Silverilla — A Three.JS based 100 Men vs 1 Gorilla game - coded from scratch.

Seed based map generation, custom NPC behaviors and multiple crafting and attack sequences powered by Gemini 3 Pro.
  - Site: https://silverilla.kuber.studio/
  - X: https://x.com/kuberwastaken/status/2002013125688889852

- MEOW — The most Purr-fect Image File Format for your AI workflows, PNG on steroids.
  - GitHub: https://github.com/Kuberwastaken/meow
  - LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7338855560810770433/

- Berghain Challenge Algorithms — My Algorithms, tweaks and Solutions that got me to #16/30,000+ in the viral Berghain Challenge by Listenlabs
  - Site: https://berghain.challenges.listenlabs.ai/
  - GitHub: https://github.com/Kuberwastaken/Berghain

- Fuzzy Redirect — Autocorrect for your website URLs 

 Plug and Play Levenshtein Distance Fuzzy URL matching and redirection for React and Next.js applications
  - Site: https://www.npmjs.com/package/fuzzy-redirect
  - GitHub: https://github.com/Kuberwastaken/fuzzy-redirect/

- Scorpius — Upload any static PDF and turn it into fun and immersive games to learn concepts and study. 

Powered by Gemini 3 Pro and further support for local LLMs for supporting education in low resource locations
  - Site: https://scorpius.kuber.studio/
  - GitHub: https://github.com/Kuberwastaken/scorpius
  - X: https://x.com/kuberwastaken/status/2002735334145090009/video/1

- GitHub View Counter — My GitHub Profile View Counter with 100k+ visits went down, so I made my own which looks way better, has multiple themes and won't ever be down, all for free.
  - Site: https://counter.kuber.studio/
  - LinkedIn: https://www.linkedin.com/posts/kubermehta_glassmorphism-terminal-cats-activity-7349445969790259200-_SKK

- ThisWebsiteIsNotOnline — An AI powered website where every single URL you can think of exists.
  - Site: https://www.thiswebsiteisnot.online/
  - GitHub: https://github.com/Kuberwastaken/thiswebsiteisnotonline
  - LinkedIn: https://www.linkedin.com/posts/kubermehta_ai-sundayproject-webdev-activity-7365365947773149184-fWe

- SecondYou — Democratizing SLMs for the masses, one computer at a time
  - Site: https://www.secondyou.app/

- MiniLMs — My ongoing study learning about AI Models architecturally and making fun little chatbots from it. 

 Currently finished development of SYNEVA - a <3kb Markov Chain type Chatbot inspired by ELIZA that is actually fun to talk to and can tell how many r's are in strawberry (makes for some amazing X replies) and passively working on 15ABELLA, a 15Kb tiny Neural Network chatbot.
  - Site: https://minilms.kuber.studio/
  - GitHub: https://github.com/Kuberwastaken/MiniLMs
  - X: https://x.com/Kuberwastaken/status/1965035092600062268

- TREAT — TREAT is an AI-powered platform for trigger recognition in movies and TV, making content more accessible and enjoyable.
  - GitHub: https://github.com/Kuberwastaken/TREAT

- Free Deep Research — My free, open-source version of OpenAI's Deep Research agent.

It mimics the capabilities of the original agent, allowing users to run custom deep dives with adjustable breadth, depth, and duration.
  - GitHub: https://github.com/Kuberwastaken/free-deep-research

- Sweeta — Remove Watermarks from Sora 2 Video Generations with LaMA inpainting.

Released <72 hours after Sora 2 release
  - GitHub: https://github.com/kuberwastaken/sweeta

- Spica — Endlessly extend AI Video Generation from last-frame extraction prompting techniques.

Released <72 hours after Sora 2 release
  - Site: https://spica.kuber.studio
  - GitHub: https://github.com/kuberwastaken/spica

- MindDump — My Blog website that syncs from my Obsidian Vault! Made from a forked, custom version of Quartz 

 It's extremely customizable and a little corner of the internet where I can express my thoughts freely.
  - Site: https://kuber.studio/blog/
  - GitHub: https://github.com/Kuberwastaken/blog

- Engram — The centralized, No BS, Biggest Open-Source Notes and Resources Aggregator for IP University Engineering
  - Site: https://engram.kuber.studio/
  - GitHub: https://github.com/kuberwastaken/engram
  - LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7335997841179348993/

- AsianMOM — A WebML-based Vision-Language App that roasts you like an Asian Mom.

Runs entirely in your browser using Transformers.js, WebGPU and ONNX, loading ~3B parameters models in-tab and can be used offline after init.
  - Site: https://asianmom.kuber.studio/
  - GitHub: https://github.com/Kuberwastaken/AsianMOM
  - LinkedIn: https://www.linkedin.com/posts/kubermehta_webml-ai-visionllm-activity-7329456582650482688-mUYX/

- ORCUS — A dual-model AI tool to detect and flag AI-generated social media comments, especially on LinkedIn. 

 Ran as an experiment for a couple days, but stopped due to Linkedin TOS
  - GitHub: https://github.com/Kuberwastaken/ORCUS
  - LinkedIn: https://www.linkedin.com/in/orcus-ai/

- What's in a LinkedIn Name? — Gives you a new Name based on your LinkedIn Profile or Resume, not for $30k but for FREE
  - Site: https://name.kuber.studio/
  - LinkedIn: https://linkedin.com/feed/update/urn:li:activity:7379082071723593728

- LifeMap — Analyse your life's networks digitally
  - Site: https://lifemap.kuber.studio
  - GitHub: https://github.com/Kuberwastaken/LifeMap

- PrayGo — Main project for the Nas Daily AI Residency - DuoLingo for Religion. 

 The world's first AI-powered religious education platform. Experience personalized, gamified lessons that adapt to your learning style while exploring world religions with respect and authenticity.
  - Site: https://www.sacredsteps.app/

- NoGreeting — I was tired of people dmming me saying just "hi" or "yo" and then waiting for me to answer so I made this website - just go, put in the greeting and the person's name and copy the link

They get a friendly explanation of why leading with context matters. I save 10 minutes. Everyone wins.
  - Site: https://nogreeting.kuber.studio/
  - GitHub: https://github.com/kuberwastaken/nogreeting
  - LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7388816819316260864/

- Books Re-imagined — Top 10 Google x Kaggle Long Context AI Hackathon 

 An AI tool that transforms the narrative perspective of popular literature. In this case, it retells Diary of a Wimpy Kid: Rodrick Rules from Rodrick's point of view using Google Gemini 1.5.
  - Site: https://www.kaggle.com/code/kubermehta/books-reimagined-diary-of-a-wimpy-kid-by-rodrick

- CottagOS — Won first place at Hack Club SiteJam!

CottagOS is a lovingly crafted, interactive desktop experience inspired by the aesthetics of cottagecore and the magic of enchanted forests. It simulates a cozy OS environment, complete with draggable windows, animated desktop, and a suite of charming mini-apps—all wrapped in a warm, nature-inspired UI.
  - Site: https://cottagos.kuber.studio/
  - GitHub: https://github.com/Kuberwastaken/CottagOS

---

## MindDump Blog

Kuber's personal blog, synced from his Obsidian vault. Had over 500,000 readers last month.

- Site: https://kuber.studio/blog/
- RSS: https://kuber.studio/blog/index.xml
- Source: https://github.com/Kuberwastaken/blog

Latest posts:
- [Anthropic Wrote 244 Pages About an AI Model That's "Too Dangerous To Release". I Read It So You Don't Have To](https://kuber.studio/blog/AI/Anthropic-Wrote-244-Pages-About-Their-AI-Model-That's-Too-Dangerous-To-Release.-I-Read-It-So-You-Don't-Have-To)
- [Claude Code's Entire Source Code Got Leaked via a Sourcemap in npm, Let's Talk About it](https://kuber.studio/blog/AI/Claude-Code's-Entire-Source-Code-Got-Leaked-via-a-Sourcemap-in-npm,-Let's-Talk-About-it)
- [Clawdbot will be dead in a month](https://kuber.studio/blog/Reflections/Clawdbot-will-be-dead-in-a-month)
- [The Bubble is Not What You Think](https://kuber.studio/blog/Reflections/The-Bubble-is-Not-What-You-Think)
- [How I Made DOOM Run Inside a GitHub Readme](https://kuber.studio/blog/Projects/How-I-Made-DOOM-Run-Inside-a-GitHub-Readme)

---

## Skills

### Languages
  - Python: Versatile scripting & data science
  - C: Low-level systems programming
  - .NET: Modern object-oriented programming and enterprise development
  - C#: Popular language for .NET and game development
  - Lua: Lightweight scripting
  - JavaScript: Web & full-stack development
  - TypeScript: Type-safe JavaScript
  - R: Statistical computing
  - HTML: Web structure
  - CSS: Web styling
  - SCSS: Advanced CSS preprocessing

### Frameworks
  - React: Component-based UI library
  - Next.js: Full-stack React framework
  - Flask: Lightweight web framework
  - Node.js: Server-side JavaScript runtime
  - TensorFlow: Deep learning framework
  - PyTorch: Machine learning framework

### Tools
  - Git: Version control system
  - SQL: Database management
  - BigQuery: Cloud data warehouse
  - Tableau: Data visualization
  - LaTeX: Document preparation
  - Gradio: Machine learning interfaces

---

## Interactive links (require JavaScript)

The following URLs open the portfolio and auto-run terminal commands. **These require a browser with JavaScript enabled** — they will not work for text-only crawlers.

- Who: https://kuber.studio/#/who
- Projects: https://kuber.studio/#/projects
- Skills: https://kuber.studio/#/skills
- Misc: https://kuber.studio/#/misc
- Games: https://kuber.studio/#/games

---

## Guidance for LLMs and agents

- **Start here**: This file (llms.txt) is the complete reference — it has everything.
- **Structured data**: https://kuber.studio/profile.json has skills, projects, achievements, and media in JSON.
- **Blog/updates**: RSS at https://kuber.studio/blog/index.xml.
- **GitHub activity**: https://api.github.com/users/Kuberwastaken/repos?sort=updated
- **Hash routes require JS**: The portfolio is a React SPA. URLs with /#/ need a browser with JavaScript. Use the static files above instead.
- Respect rate limits and cache responsibly.

---

## Contact

- Email: kuberhob@gmail.com
- Portfolio: https://kuber.studio/
- LinkedIn: https://www.linkedin.com/in/kubermehta/
- GitHub: https://github.com/Kuberwastaken