What changes when machine learning runs on the device
Lessons from connecting a TensorFlow Lite vision model to a responsive Flutter interface without treating inference as a remote black box.
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Decisions behind the finished interface.
Practical writing about product architecture, mobile systems, data, machine learning, and the engineering trade-offs users rarely see.
Designing a trustworthy outage-monitoring pipeline
The product and systems questions behind transforming scattered public outage updates into timely, location-relevant information.
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