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Engineering Writing

Technical notes, engineering insights, and system thinking across robotics, software, AI, and architecture.

AllRoboticsAI/ML
May 15, 2026·10min read·Edge Computing · TensorRT · ONNX · Model Optimization · Inference

Deploying Real-Time AI at the Edge: Architecture & Optimization

Practical strategies for deploying ML models to edge devices with strict latency and power constraints

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Erasmus Systems Engineer

I design and build reliable robots and software systems that scale and perform in real environments.

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