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AI engineering field notes

Practical guides for learners building production-style software, AI features, and job-ready portfolios.

AI Engineering

Building Production RAG Systems

A practical field guide to retrieval, chunking, evaluation, and deployment tradeoffs.

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Career

How to Present a MERN + AI Capstone

The portfolio story recruiters need: problem, architecture, AI fit, tradeoffs, and proof.

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Jobs

Using Weekly Projects for Job Applications

Turn course deliverables into GitHub, LinkedIn, and interview evidence.

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