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    <title>Suhas Suren — Writings</title>
    <link>https://suhasxi.com/#writings</link>
    <description>Writing on robotics, on-device AI, and building things.</description>
    <item>
      <title>Getting pose estimation to 30ms on an iPhone 8</title>
      <link>https://suhasxi.com/writings/pose-estimation-30ms-iphone-8</link>
      <guid>https://suhasxi.com/writings/pose-estimation-30ms-iphone-8</guid>
      <pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate>
      <description>Shot AI&apos;s corrective feedback loop lives or dies on end-to-end latency. Here&apos;s what it actually took to hit 30-50ms on-device on hardware from 2017 - and the thermal, quantisation, and profiling lessons that came out of it.</description>
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