Built and shipped an AI-powered TB test verification model that replaced an external vendor.
Problem
Nursa's credentialing process relied on a costly third-party vendor for TB test verification. Manual review was expensive, slow, and introduced data quality issues that blocked clinician onboarding.
Approach
Built an AI-powered TB test verification model trained on real user data. Collaborated with developers to extract training samples, run model training, and deploy to production. Also audited Segment event tracking to close critical analytics data gaps.
Results
$30K in annual cost savings; improved data collection quality; in-house model replaced vendor entirely; product analytics materially strengthened.
Tech Stack
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