The Applied LLM Engineer

MINIMUM VIABLE PROFILE

Evidence beats coursework — every item is a real, deployed artifact.

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HOW TO RUN THIS

A checkbox with no exit criterion is a lie. These three mechanisms are what keep {{ topicsTotal }} topics from becoming {{ topicsTotal }} skimmed blog posts.

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MUST-READ PAPERS

The canon — all free on arXiv

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3-pass method — 15-min skim, 45-min read, 2–4hr full derivation if it matters to you. After each, close it and write a one-page summary: problem, key insight, implementation, results, limitations.

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