Selected Case Studies
Evidence in Action: A selected case studies of Regulatory Audits and Decision-Safe Architecture
(1).PBJ_Daily_Nurse_Staffing_Q2_2024
Regulatory Compliance Audit: Federal Nurse Staffing (CMS PBJ). Engineered an auditable Python framework to validate 1.3M+ federal records from 14,564 U.S nursing homes
facility-level, non-compliance with federal staffing mandates and exposed reporting inconsistencies to mitigate regulatory risk.
(click to zoom dashboard)
View on GitHub
(2).PBJ_Daily_Nurse_Staffing_Q1_2025
Developed a traceable data pipeline to assess staffing adequacy across Facilities in the U.S, 1.3M+ federal Nurse Daily staffing quater 1 for the year 2025.
Transformed complex workforce datasets into defensible, executive-ready python charts and Tableau dashboards to support high-stakes operational interventions..
View on GitHub