Neha Reddy Annapureddy

Data Analyst @Capital One

US

Architected end-to-end AWS Glue pipelines to ingest and transform multi-source customer data, optimizing processing workflows, reducing data latency by 18%, and improving reliability for downstream predictive • Standardized normalization and integration of multi-regional customer datasets into Snowflake, reducing processing costs by 21%, accelerating query performance, and enabling consistent, enterprise-wide access to customer insight analytics. • Constructed predictive models in Python using structured customer interaction and transaction data, generating statistically significant insights that improved churn prediction accuracy by 26%. • Performed exploratory and inferential analysis in ANOVA and regression techniques, uncovering key customer behavior drivers that influenced pricing strategies and improved revenue forecasting accuracy by 19%. • Delivered executive-level Tableau dashboards visualizing customer segmentation, lifetime value, and engagement metrics, enabling leadership to make timely, data-backed decisions, and improving insight adoption by 30%. • Implemented real-time data streaming pipelines using Apache Kafka to monitor customer events and transactions, enabling low-latency analytics, and improving anomaly detection responsiveness by 25% across digital channels.

Presidency University Bangalore

Bachelor of Technology - BTech, Aiml

Virginia Commonwealth University

Master's degree, Computer Science