Pavan Kumar Boddu
- Role
- Data Analyst at Cardinal Health
- Location
- Catonsville, MD, US
- LinkedIn followers
- 500 followers
About Pavan Kumar Boddu
Data professional with 4 + years of experience designing and operating data systems that…
Experience
Data Analyst
Jun 2023 — Present · OH, US
In my recent work, I have: Extracted and integrated over 5 million patient records from EHR/EMR systems using PostgreSQL, consolidating data into an AWS Redshift warehouse. Processed and standardized structured/unstructured data using Python (pandas, NumPy), significantly reducing preprocessing time. Engineered 25+ predictive features (patient demographics, medical history, lab results) and validated them using ANOVA and hypothesis testing. Collaborated on classification models (TensorFlow, Keras, scikit-learn), achieving 85% accuracy using Random Forest, Logistic Regression, and Gradient Boosting. Performed exploratory and inferential analysis to identify key factors influencing chronic diseases, applying regression analysis and statistical tests. Developed Power BI dashboards to visualize risk scores, patient trends, and intervention effectiveness, enhancing data-driven decision-making.
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