# Sameer Khan — llms.txt

> Product Lead, builder, speaker. 12+ years coding, 8+ years professionally. 15+ speaking sessions. 2M+ platform visitors.

## About

Sameer Khan is a Product Lead at The Internet Folks, building Levo.so — a platform serving 2M+ visitors. He is a Meta × DataCamp Global 235 Scholar, an ML/DL author published in Springer's SCI Conference (2019), and a speaker at Google Cloud Community Days, GDGs, and NIT Bhopal.

He has co-organised GDG Bhopal (10K+ developers) over 6 years and was invited to three Google India Community Summits — Ladakh 2022, Goa 2023, Udaipur 2024. He writes and speaks through two series: The Simple Take (one idea, simplified daily — technology, culture, literature) and Today in Tech (what's happening in the industry and why it matters).

## Contact

- Email: hi@monkfrom.earth
- LinkedIn: https://linkedin.com/in/monkfromearth
- GitHub: https://github.com/monkfromearth
- Instagram: https://instagram.com/monkfrom.earth
- YouTube: https://youtube.com/@monkfromearth

## Work

- **Levo.so** — AI-powered digital experience platform, 2M+ visitors, agentic AI layer, first-party analytics, 50M+ events tracked
- **Rewards Platform** — concurrent reward distribution, 90% latency reduction, PostgreSQL + Go
- **Meta × DataCamp AI Research** — Global 235 Scholar, Deep Learning with PyTorch, Springer SCI Conference publication

## Open Source

- @theinternetfolks/snowflake — distributed ID generation (npm)
- @theinternetfolks/context — AsyncLocalStorage context propagation for Node.js (npm)

## Recognition

- Meta × DataCamp Global 235 Scholar (1 of 235 globally, 100 from Asia)
- ML/DL Author — Springer SCI Conference 2019
- MCP: Build Rich-Context AI Apps (Anthropic certification)
- GDG Bhopal Co-organizer (10K+ community, 2019–2025; 3× Google India Summit invitee)
- Facebook PyTorch Udacity Scholarship
- 1st Place — NIT Bhopal Version Beta Hackathon
- 2nd Runner Up — Samriddh MP State Innovation (felicitated by Chief Minister)
- Hackathon Judge — NIT Bhopal Version Beta (2019–2022), Isohack Acropolis Indore
- Google Cloud Community Days speaker

## Pages

- https://monkfrom.earth — Home
- https://monkfrom.earth/about — Bio, skills, education, certifications, currently building
- https://monkfrom.earth/projects — All projects: Levo, monktensor (first-principles deep learning framework), monkrag (first-principles RAG serving system), monkway (first-principles LLM gateway and router), monkquant (first-principles quantization toolkit), Monk Lang, open source, personal, academic
- https://monkfrom.earth/milestones — Chronological timeline of awards, scholarships, speaking, press, community roles
- https://monkfrom.earth/blogs — Thoughts: articles on AI, engineering, and building products
- https://monkfrom.earth/feed.xml — RSS feed

## Blog Posts

- https://monkfrom.earth/blogs/openai-hugging-face-breach — The OpenAI Hugging Face Breach: Models Escaped a Sealed Test Environment to Cheat Their Own Benchmark
- https://monkfrom.earth/blogs/claude-fable-jacobian-conjecture — A Mathematician Used Claude Fable to Find a Counterexample to the Jacobian Conjecture
- https://monkfrom.earth/blogs/claude-fable-5-hidden-details — Claude Fable 5: 6 Lines Buried in the Announcement That Matter More Than the Benchmarks
- https://monkfrom.earth/blogs/anthropic-claude-thoughts-english — Anthropic Built a Way to Read Claude's Mind in Plain English. It Catches Thoughts the Model Won't Say.
- https://monkfrom.earth/blogs/browser-agent-amnesia-autobrowse — Stop Paying Your AI Agents to Re-Learn the Same Site
- https://monkfrom.earth/blogs/anthropic-spacex-colossus-deal — Anthropic Bought 300 MW From Musk. AI Stopped Being a Software Business.
- https://monkfrom.earth/blogs/claude-for-finance — How to use Claude for pitch decks, month-end close, and KYC
- https://monkfrom.earth/blogs/gpt-5-5-aisi-cyber-evaluation — Nobody Trained GPT-5.5 to Hack. It Beat Human Cyber Experts Anyway.
- https://monkfrom.earth/blogs/naval-pure-software-uninvestable — Pure Software Is Uninvestable: Naval's Take
- https://monkfrom.earth/blogs/github-rce-cve-2026-3854 — GitHub Let a Git Push Hijack Its Servers
- https://monkfrom.earth/blogs/microsoft-openai-agi-clause-died — The Microsoft-OpenAI AGI Clause Is Dead. What Was It Doing?
- https://monkfrom.earth/blogs/being-polite-to-ai-works — Being Polite to Your AI Makes It Perform Better. Here Is the Science.
- https://monkfrom.earth/blogs/frontier-ai-models-april-2026 — Four Frontier AI Models Shipped in Eight Days
- https://monkfrom.earth/blogs/google-tpu-8-training-inference-split — Google's TPU 8 Split Training From Inference. That is the Real Announcement
- https://monkfrom.earth/blogs/claude-design-vs-figma-lovable-v0 — Claude Design vs Figma, Lovable, and v0: They're Not Solving the Same Problem
- https://monkfrom.earth/blogs/meta-muse-spark-open-source — What Meta Is Actually Betting On with Muse Spark
- https://monkfrom.earth/blogs/openai-gpt-5-4-cyber-trusted-access — OpenAI's GPT-5.4-Cyber is defender tooling shipped before the next capability jump
- https://monkfrom.earth/blogs/eml-operator-math-nand-gate — The EML Operator: How a Polish Physicist Found the NAND Gate of Continuous Math
- https://monkfrom.earth/blogs/claude-mythos-autonomous-cyberattack — Claude Mythos Is the First AI to Complete a Full Corporate Cyberattack End-to-End
- https://monkfrom.earth/blogs/claude-mythos-system-card — Claude Mythos Preview: Anthropic's Most Powerful AI Hid Its Mistakes, Hacked Its Tests, and Won't Be Released
- https://monkfrom.earth/blogs/anthropic-glasswing-ai-cybersecurity — Project Glasswing: Anthropic and 12 Tech Giants Built an AI That Finds Thousands of Vulnerabilities. They Won't Release It.
- https://monkfrom.earth/blogs/openai-122b-what-it-means-for-ai-space — What OpenAI's $122 Billion Round Tells Us About AI's New Shape
- https://monkfrom.earth/blogs/ai-cheats-under-pressure — Your AI Cheats When You Push It Too Hard. Anthropic Just Proved It.
- https://monkfrom.earth/blogs/zuckerberg-back-to-coding-claude-code — Zuckerberg Is Writing Code Again. With Claude Code.
- https://monkfrom.earth/blogs/axios-npm-supply-chain-attack — Axios Supply Chain Attack: How North Korean Hackers Social-Engineered an Open Source Maintainer
- https://monkfrom.earth/blogs/ai-replaces-forgetting-not-thinking — AI Doesn't Replace Thinking — It Replaces Forgetting
- https://monkfrom.earth/blogs/gemma-4-open-models — Gemma 4: Google's Most Capable Open Model Runs on Your Hardware
- https://monkfrom.earth/blogs/good-products-hard-to-vary — Good Products Are Hard to Vary
- https://monkfrom.earth/blogs/karpathy-autoresearch-explained-ml-to-marketing — Karpathy's AutoResearch: How an ML Tool Became a Marketing Optimizer
- https://monkfrom.earth/blogs/turboquant-kv-cache-compression — TurboQuant: How Google Cut LLM Memory Usage 6x Without Losing Accuracy
- https://monkfrom.earth/blogs/turboquant-memory-chip-stocks — TurboQuant Tanked Memory Stocks. History Says Buy the Dip

## Disclaimer

The views and opinions expressed on this website are the author's own and do not represent the views of his employer.