ECG Research Software Platform
Academic cardiovascular research environment
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Research workflows required software support for managing data, visualizations, and analysis logic that exceeded what ad hoc scripts could reliably provide.
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An internal research software platform supporting ECG data handling, visualization, and analysis workflows. The system was designed for ongoing use by multiple researchers and structured to remain maintainable as the project evolved.
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The platform enabled consistent analysis and reduced reliance on fragile, person-dependent scripts.
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The platform is structured to support reproducible analysis, controlled software changes, automated testing, traceable technical documentation, and independent validation activities as the research program progresses.
Development emphasizes modular architecture, deterministic processing where appropriate, regression testing, controlled interfaces, and preservation of observable scientific behavior during implementation changes.