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Axel Paredes
Mid-level Business Analyst specializing in operations data and reporting
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About
Candidate has hands-on project experience in healthcare analytics, using SQL, Python, and Power BI to analyze CMS hospital readmissions and HRRP penalty risk in Florida. Their work centers on turning messy CMS flat files into reporting-ready datasets, benchmarking hospitals against national references, and surfacing financial risk through dashboards.
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Key Strengths
- Built SQL transformations for messy CMS hospital readmissions data
- Applied data quality remediation using CASE and COALESCE
- Validated data with row-count reconciliation and source spot checks
- Optimized SQL workflows by simplifying logic and early filtering
- Built modular Python analytics pipeline for reproducible analysis
- Created Power BI dashboards to highlight hospital penalty risk
- Healthcare domain focus on CMS readmissions and HRRP penalties
- Used segmentation to compare hospitals against national benchmarks
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