Training a Segmentation Model on a Colab TPU Runtime and Exporting It to LiteRT for Android
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Trains a segmentation model on a Colab TPU runtime and documents exactly what breaks converting it to LiteRT for an Android edge deployment.
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A CI Safety Regression Gate for Gemini API Model Version Bumps
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A Gemini model version bump can silently change what your app refuses, and no normal test suite catches it. Here is a CI gate that does.
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MediaPipe Hand Tracking Fails on Gloved Hands, and Model Maker Only Fixes Half of It
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A sheet-metal shop retrained MediaPipe Model Maker for gloved hands - it fixed the classifier, but the frozen palm detector still capped end-to-end accuracy.
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Migrating Large-Scale TensorFlow Pipelines to Gemini Enterprise Agent Platform (formerly Vertex AI)
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A working TensorFlow model does not need a rewrite for Gemini Enterprise Agent Platform (formerly Vertex AI). Wrap it in a container and deploy.
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Leaving Hashnode: building a blog I actually own
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Hashnode is winding down, so I rebuilt my blog as static pages generated from markdown, with comments and view counts on Cloudflare Workers.
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Beyond the Clouds: A Journey of Mentorship, Triumphs, and Swags
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Mentoring 70+ students through Google Cloud Study Jams and earning the Associate Cloud Engineer certification along the way.
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