ENGINEERING ARCHIVE

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Projects, engineering notes and architectural decisions. From the lab to real systems.

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3 insights

AI11.12.2025

Why newer MCUs, rising cloud costs and real-time requirements are pushing more IoT intelligence onto the device.

AI19.10.2025

What changes when a TinyML demo becomes a product: data quality, quantization, memory, latency, OTA, monitoring and lifecycle.

AI01.10.2025

How neural processing units inside embedded SoCs change edge AI design, latency, privacy, power consumption and product architecture.

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