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Daniela Rios

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AI product engineer at a Medellín retail company, building demand forecasting and inventory optimisation tools. Replaced the legacy rule-based system with an LLM-augmented pipeline that cut stockouts by 35%.

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Articles by Daniela Rios(1)

How token counting works and why it matters for cost control

Understand exactly how LLMs tokenize text, why token counts differ across models and content types, and how to measure, predict, and control token usage to keep AI feature costs predictable in production applications.

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16 July 2026

Daniela Rios — ANN Tech — ANN Tech