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Four-point pressure & vacuum sensing prototype with live scoring for a health-tech client

An R&D prototype for a health-tech client that measures pressure and vacuum behaviour across four sensing points, displays it live and turns each cycle into a simple score.

M5StackExternal ADC4-Channel Sensor ArraySignal ProcessingR&D
Four-point pressure & vacuum sensing prototype with live scoring for a health-tech client

About the project

A health-tech client needed an objective way to measure pressure and vacuum behaviour during a real-world cycle of use, and to turn those readings into a simple, easy-to-read score.

What we’re building

A standalone sensing device built on a compact M5Stack embedded platform, with an external analog-to-digital converter and a custom four-channel analog sensor array. The system:

  • Acquires sensor data from four sensing locations at once.
  • Displays live measurements on the device’s built-in screen.
  • Processes noisy analog signals to pull out the real pressure behaviour.
  • Scores each cycle with first-pass logic based on how the signals change over time across the four channels.

An R&D effort

This is research and development rather than a fixed-spec build. The sensors’ behaviour is still being characterised and the hardware is still flexible, so the firmware, the data-acquisition pipeline and the scoring logic are being shaped together as we learn.

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