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monkfromearth/README.md
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Sameer Khan

I design systems to scale and ideas to stay simple.

Product Lead building agentic AI for 2M+ visitors. 11 years coding, 8 professionally.
Published ML/DL researcher. Speaker. Open source contributor.

Meta × DataCamp Scholar Springer SCI University of Toronto Google Cloud


Blog LinkedIn X Instagram YouTube


What I'm Building

  • Agentic AI at Levo.so — natural language orchestrating 15+ microservices, serving 2M+ visitors
  • monktensor — a deep learning framework built from scratch: scalar autograd up to trained neural nets, taught through a live interactive course
  • monkrag — a RAG serving system built from scratch: embed, retrieve, augment, generate, rerank, with a live interactive course
  • monkway — an LLM gateway and router built from scratch: routing, retries, caching, budgets, with a live interactive course
  • The Simple Take — complex ideas, one clear thought. Daily across LinkedIn, Instagram, YouTube

Recognition

  • Meta × DataCamp Global 200 Scholar — 1 of 200 developers globally
  • ML/DL Author — Springer SCI Conference (DOI)
  • Quantum Machine Learning — University of Toronto (verify)
  • Speaker — Google Cloud Community Days, GDGs, NIT Bhopal
  • GDG Bhopal Co-organizer — 10K+ developers, 6 years
  • 3x Google India Community Summit — Ladakh, Goa, Udaipur

Writing

"Making simple things is the hardest thing there is. What looks simple survived thousands of iterations."

More at monkfrom.earth/blogs

Tech

Languages    TypeScript · Go · Python · JavaScript
Databases    PostgreSQL · MongoDB · ClickHouse · Redis
Infra        AWS · Azure · Google Cloud · Docker · Kubernetes
Patterns     Microservices · Event-driven · CQRS · DDD
AI           LLMs · RAG · Vector Search · Agents · Deep Learning
Interests    Distributed Systems · Compilers · Quantum Computing · Evolutionary Biology

monkfrom.earth — builder, writer, thinker.

hi@monkfrom.earth

Pinned Loading

  1. monk-lang monk-lang Public

    A minimalist, readable, and performant programming language for the modern age.

    Astro 2

  2. monkquant monkquant Public

    A quantization toolkit built from scratch: store numbers in fewer bits with minimal accuracy loss, and measure exactly what the trade costs.

    Astro

  3. monktensor monktensor Public

    A deep learning framework built from scratch: automatic differentiation, neural networks, and training from first principles, with a full interactive course.

    Astro 1

  4. monkrag monkrag Public

    A RAG serving system built from scratch: embed, search, ground, rerank, all under a measured latency and cost budget. Taught with an interactive course.

    Astro 1

  5. monkway monkway Public

    Monk LLM Gateway: one API in front of every model. An LLM gateway and router built from scratch (proxy, routing, retry/fallback, caching, budgets), with an interactive course.

    Astro 1

  6. nlp-detecting-depression nlp-detecting-depression Public archive

    Detecting Depression through Sentiment140 Dataset

    Jupyter Notebook 4 2