Pavanajayvarma Kallepalli
Business Data Analyst @JPMorganChase
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WORK HISTORY
Business Data Analyst @JPMorganChase
NJ, US
Lead end-to-end data analysis initiatives supporting retail banking and risk operations, transforming complex financial datasets into actionable insights that improved operational efficiency by 18% and reduced reporting cycle time by 25%. Develop and maintain dynamic dashboards and executive reports using Tableau, Power BI, and Excel (Power Query, Power Pivot), enabling leadership to monitor KPIs related to credit risk, fraud trends, and customer performance in near real time. Perform advanced data querying and transformation using SQL, Python (Pandas, NumPy), and Snowflake, analyzing datasets exceeding 50M+ records to identify trends, anomalies, and revenue optimization opportunities. Partner with Risk, Compliance, and Finance teams to analyze credit risk metrics, loss forecasting models, and portfolio performance, contributing to improved risk mitigation strategies and a 15% reduction in exposure gaps. Conduct root cause analysis and variance analysis on financial and operational metrics, delivering insights that supported data-driven strategic decisions and process improvements. Automate recurring reporting workflows and data validation processes, reducing manual effort by 30% and improving data accuracy and governance compliance. Collaborate with Data Engineering teams to define data models, business rules, and ETL requirements, ensuring high data integrity and alignment with enterprise data governance standards. Support regulatory and audit reporting initiatives by validating data lineage, reconciliation processes, and compliance documentation aligned with banking regulations and internal control frameworks. Implement statistical analysis and predictive modeling techniques to identify customer churn risk and cross-sell opportunities, enhancing customer retention and revenue growth strategies. Present analytical findings and executive summaries to senior stakeholders, translating technical results into clear business
EDUCATION
Saint Peter's University
Master's degree
REVA University
Bachelor of Technology - BTech, Computer Science
ABOUT PAVANAJAYVARMA KALLEPALLI
Business Data Analyst with 5+ years of experience driving enterprise analytics, risk modeling, and growth optimization across banking and e-commerce industries.Currently at JPMorgan Chase, I lead enterprise data initiatives supporting retail banking and risk operations. I analyze 50M+ record datasets using SQL, Python, and Snowflake to deliver insights that improve operational efficiency, reduce reporting cycle time, and strengthen credit risk mitigation strategies.Previously at Flipkart, I drove GMV growth, conversion optimization, and supply chain analytics across 100M+ transaction records, improving revenue by 22% and reducing operational costs by 15%.Core Expertise:• Credit Risk & Loss Forecasting• Financial & Variance Analysis• GMV & Revenue Optimization• A/B Testing & Cohort Analysis• Regulatory & Audit Data Validation• Large-Scale SQL & Data Engineering• Executive Dashboards (Power BI, Tableau)I specialize in translating complex datasets into executive-level insights that influence strategic decisions, regulatory compliance, and long-term business growth.Open to opportunities in: Financial Analytics Risk & Regulatory Analytics FP & A Senior Business Data Analytics
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