Many healthcare AI projects achieve strong technical performance during development but struggle after deployment.
One major reason is workflow integration.
Healthcare professionals interact with processes, communication systems, and operational environments rather than predictive models directly.
Healthcare AI increasingly needs to support existing workflows and practical decision-making.
The future of healthcare AI increasingly depends on operational design alongside technical performance.
I am open to remote roles globally.
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