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Andrey Lukyanenko

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Machine Learning Engineer at Meta, Kaggle Grandmaster, and Google Developer Expert writing about applied ML, AI paper reviews, systems, and learning.

Recent post

Oct 5, 2026

A machine learning roadmap for beginners in 2026

My advice for beginners in machine learning: learning the fundamentals, finishing projects, using AI tools, and preparing for a first job. An update to my 2018 data science roadmap.

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