B. PAVANI
Professional Summary
Data Analyst with 4+ years of experience transforming complex healthcare and financial data into actionable insights. Skilled in SQL, Python, Power BI and Tableau; built predictive models and automated ETL to drive $2M annual savings and reduce hospital readmissions by 20%. Experienced in exploratory data analysis, time-series forecasting, KPI reporting, and partnering with clinical, finance, and engineering teams to deliver HIPAA-compliant analytics in Agile environments.
Technical Skills
Work Experience
- Developed predictive models using Python and XGBoost to forecast Medicaid member utilization across 500,000+ patient records; achieved 87% accuracy and contributed to a 20% reduction in 30-day hospital readmissions within 12 months.
- Designed and published Power BI dashboards tracking patient risk, utilization and cost metrics; enabled executive decisions that produced $2M in annual savings.
- Performed exploratory data analysis on large-scale EHR and claims datasets to surface trends and outliers, translating findings into prioritized care management interventions for clinical and finance teams.
- Optimized complex SQL queries spanning 400+ tables, reducing average execution time from 45s to under 8s and improving reporting accuracy by 30%.
- Automated data validation and ETL workflows using Python and Excel VBA, cutting manual reporting errors by 50% and improving processing throughput by 60%.
- Built automated KPI reports and executive scorecards to monitor operational performance, saving 12+ hours per month and ensuring all analytics adhered to HIPAA controls.
- Managed and tuned PostgreSQL databases for large analytics workloads, improving query performance by 35% while supporting 50+ concurrent analytics users.
- Built end-to-end ETL pipelines with Python and Apache Airflow integrating 12+ source systems; reduced data latency from 6 hours to 90 minutes for downstream reporting.
- Implemented automated data quality monitoring and root-cause analysis, cutting issue detection time from 45 minutes to 12 minutes and improving pipeline reliability.
- Automated SQL migration and data seeding processes to enforce consistent schemas across environments, reducing deployment failures by 40%.
- Collaborated with data architects, business analysts and product managers to deliver 15+ releases with zero critical post-production defects.
- Containerized ETL workloads with Docker and integrated pipelines with AWS S3 and EC2 to improve deployment speed and operational stability.
- Developed Tableau dashboards to track financial KPIs, budget variance, forecast accuracy and spending trends, reducing monthly reporting time by 40%.
- Built time-series forecasting models using Python on 5+ years of financial data, improving forecast accuracy to within 3% of actuals and reducing budgeting errors by 30%.
- Wrote and optimized advanced SQL queries across PostgreSQL and MySQL databases, supporting month-end financial reporting with 100% data accuracy.
- Applied anomaly detection using Isolation Forest to identify irregular transactions, improving data quality by 25% and preventing $500K in potential discrepancies.
- Automated recurring reporting workflows using Tableau, SQL, Excel and UiPath, reducing manual effort by 50% and saving 20+ hours per month.
- Performed feature engineering and exploratory data analysis to prepare datasets for forecasting and anomaly detection, standardizing inputs for BI consumption.
Education
Certifications
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