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Writing Samples

Writing samples and technical documentation for robotics and AdTech platforms.

  • Robotics: Examples of live, in-production manuals and developer references available online.
  • AdTech: Examples of older documentation for systems that may have changed significantly since publication.

Robotics Documentation

Production documentation for Opentrons liquid-handling robots, modules, and developer tools. These feature my work as primary author and contributing writer.


Ad Tech Documentation

Writing samples that explain budget distribution, campaign performance, and device identity in an ad-serving system.

  • Data Pipeline Flow


    Explains how budget data moves through a distributed ad-serving stack.

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  • Resource Allocation


    Explains how ad servers allocate budget based on campaign performance.

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  • Fixing Delays With a Budget Update


    Instructions on how to force a budget update to start ad delivery.

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  • Probabilistic Modeling


    Explains how device graph confidence scores determine relationship strength between devices.

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