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Notes of a senior tech operator

Long-form essays on AI engineering in production, ERP heritage, real media-buying numbers, and how 7+ years of grinding in large systems teach you more than any course. No clickbait, no "10 prompts that will change everything". I write the way I write — slowly and rarely.

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    12 min read
    AI Production Career Senior Manifesto

    From factory ERP to AI in production — notes of a senior tech operator

    9 years of career — Baltic Shipyard → Turkey → Bulgaria → St. Petersburg → Kaliningrad. Infor LN at enterprise clients (Ferrari / Aston Martin / Kozloduy NPP) → iOS native → Senior media-buyer ($1.34M ad budget / $379k net profit in performance marketing) → my own production fleet of AI systems. What I learned along the way and how I now bring it into SMB.

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