PBJ Daily Nurse Staffing — Q2 2024 (CMS Federal Dataset)
Engineered an auditable Python framework to validate 1.3M+ federal records from 14,564 U.S. nursing homes. Assessed facility-level non-compliance with federal staffing mandates and exposed reporting inconsistencies to mitigate regulatory risk.
The analysis covered 20 stakeholder-focused questions spanning national benchmarks, state-level comparisons, facility outlier detection, weekend staffing gaps, census-to-staffing correlations, and full data quality audits — producing defensible executive dashboards for intervention.
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PBJ Daily Nurse Staffing — Q1 2025 (CMS Federal Dataset)
Developing a traceable data pipeline to assess staffing adequacy across all U.S. nursing facilities for Q1 2025 — applying the validated Veritas methodology to the latest CMS quarterly release.
Transformed 1.3M+ complex workforce records into defensible, executive-ready Python visualizations and Tableau dashboards to support high-stakes operational and regulatory interventions. Dashboard visuals coming soon.
SmartCV — CV Builder with Mobile Payment Integration
Conceptualised, built and launched a full stack web application enabling job seekers to generate professional ATS-optimized CVs with integrated mobile payment processing and automated PDF generation.
Live commercial product with paying customers from day one. Built as a Progressive Web App installable on any device without an App Store.