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Vishnu Vardhan Kaitepalli
Data Analyst @PNC
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WORK HISTORY
Data Analyst @PNC
Developed a credit risk scoring model using SQL, Amazon Redshift, and PostgreSQL to resolve fragmented borrower evaluations, brought structure to segmentation and improved accuracy by 18%.• Query delays in the credit pipeline were slowing approvals, re-engineered SQL workflows and automated data retrieval, enabling faster underwriting with a 25% boost in speed.• Loan defaults were rising without reliable early indicators, addressed by building a logistic regression model and using scikit-learn, accurately flagging risk-prone applicants and reducing losses by 10%.• Behavioral patterns were buried in unstructured text and temporal data, leveraged TensorFlow and PyTorch to build NLP and timeseries models, uncovering actionable insights and stabilizing forecasts by 20%.• Integrated AWS Glue and Snowflake into ETL pipelines to enforce data quality checkpoints and improve scalability, used DAX to compute risk metrics, reducing reporting discrepancies by 20% and strengthening audit readiness.• Risk managers lacked a clear portfolio view, created interactive Power BI dashboards with AI visuals and drilldowns, which increased usage and engagement by 30% across credit teams.
EDUCATION
University of North Texas
Master's degree
ABOUT VISHNU VARDHAN KAITEPALLI
3+ years of experience in Data Analytics & Machine Learning, delivering insights that…
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