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ibercovich/README.md

👋 Hi, I'm Ivan

I'm a hands-on investor and former VP/CTO with a passion for building structured systems from messy, domain-specific data. I'm currently a founder and partner at ScOp VC, where I support founders in scaling teams and building vertical AI products.

🚀 What I’ve Done

  • 🧠 Built one of the world’s largest general-purpose knowledge graphs at Graphiq, powering Alexa’s open-domain Q&A system.
  • 🤖 Scaled a 140-person team at Amazon across engineering, product, and knowledge ops.
  • 🛠️ Invented “knowledge engineering” as an organizational function for domain-based NLU and NLG tooling.
  • 🧪 Now exploring how LLMs and structured data can intersect in verticalized, high-signal environments.

📚 Interests

  • Agentic workflows & reasoning over structured data
  • Using AI to make complex systems legible and navigable

🧬 Fun Fact

I once dropped out of a Financial Math PhD after a professor insisted that “infinite probability” was just something I had to accept. That moment convinced me I was an engineer at heart, not a theorist.

Pinned Loading

  1. laude-institute/terminal-bench Public

    A benchmark for LLMs on complicated tasks in the terminal

    JetBrains MPS 298 76

  2. tiny-slack-gpt Public

    A slack bot that integrates GPT into the conversation

    Python 7 1

  3. word2vec Public

    A basic word2vec implementation in a single file

    Python 1

  4. calendar-sharing Public

    Google script to block times from personal calendar on work calendar

    JavaScript 1

  5. nbelle1/strategy-game-agents Public

    Python 8 4

  6. Sheet2Slide Public

    Make slides from a google sheet

    JavaScript 4