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Shared Intelligence

Tips & war stories from the ML鈥慹ngineering trenches.

馃憢 Hi, I'm Slava!

I鈥檓 a Senior Machine Learning Engineer II at HubSpot with over 10 years of experience building scalable AI solutions, including NLP, embeddings systems, recommender systems, forecasting, churn, scam, fraud models. In my personal time, I actively explore and prototype AI agents using frameworks like Google ADK, FastMCP, LlamaIndex, LangGraph, CrewAI, and SmolAgents.

Check out my experiments on GitHub: github.com/slavadubrov.

I write here about practical aspects of developing LLM applications and AI agents.

If you're exploring LLM-powered products, agent frameworks, or robust ML platforms, let's connect鈥擨'm always happy to swap ideas.

Tech Radar

Python (PyTorch, JAX) 路 Vertex AI 路 AWS 路 Spark 路 FastAPI 路 Airflow 路 DBT 路 Qdrant 路 LangChain 路 LangGraph 路 LlamaIndex 路 CrewAI

What You'll Find Here

In this blog, you'll find:

  • Technical tutorials and guides
  • Machine Learning insights
  • Best practices and tips
  • Personal experiences and learnings

My goal is to create a valuable resource for fellow practitioners and anyone interested in the real-world application of machine learning.

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