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Barbara Christina Cruze
Senior Business Analytics Consultant specializing in BI, data engineering, and predictive analytics
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About
Healthcare analytics candidate with hands-on experience turning messy claims, enrollment, and reference data into trusted SQL reporting layers and reproducible Python workflows. They emphasize metric standardization, stakeholder alignment, and operational impact, including ~40% reduction in manual reporting effort and improved forecasting/resource prioritization through high-risk patient segmentation.
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Key Strengths
- Built SQL reporting layers from messy multi-source healthcare data
- Strong data quality and reconciliation discipline
- Optimized large-query performance with early filtering and aggregated layers
- Created reproducible Python analytics workflows with modular validation steps
- Reduced manual reporting effort by around 40%
- Owned end-to-end healthcare analytics projects from metric definition to delivery
- Designed standardized retention metrics and drove cross-stakeholder adoption
- Experienced aligning stakeholders around metric definitions and reporting logic
- Used segmentation and modeling to identify high-risk patient groups
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