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Embedded Firmware

Automated firmware test suite for STM32F4 rehabilitation devices

Articares, Singapore · Embedded Systems Engineer Intern · Jun 2025 – Aug 2025

A Python test suite and validation pipeline for STM32F4-based rehabilitation robots, with real-time performance dashboards; reached 95% test coverage.

The problem

Firmware changes on medical rehabilitation devices needed repeatable, automated validation instead of manual bench checks.

What was done

  • ✓Python automated test suite driving the devices, 95% coverage
  • ✓Firmware validation pipeline
  • ✓Real-time performance-monitoring dashboards

Evidence

Results

  • 95% test coverage
  • Automated validation pipeline

Outcome

Repeatable firmware validation for a medical device line.

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