Python + Streamlit pipeline simulating a pharma sterile facility's full EM adverse event workflow - auto-flags 39 exceedances across 5 ISO-classified cleanrooms, initiates investigation logs, detects repeat adverse events within 30-day windows, and exports cGMP-aligned audit-ready Excel reports.
python sqlite pandas data-analytics adverse-events pharma environmental-monitoring compliance-automation streamlit fda-compliance cgmp adverse-event-reporting
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Updated
Apr 16, 2026 - Python