Venkat V
Data Analyst @HCA Healthcare
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WORK HISTORY
Data Analyst @HCA Healthcare
TX, US
Conducted comprehensive analysis of infection data to identify trends, outbreaks, and risk factors, supporting initiatives aimed at enhancing infection control protocols in healthcare settings.• Employed Python (Pandas, NumPy) and SQL to extract, transform, and analyze complex datasets from diverse sources, including electronic health records (EHRs), laboratory results, and surveillance systems, facilitating the identification of infection trends and outbreak patterns.• Developed robust ETL processes using SSIS to integrate infection data from multiple sources, ensuring data consistency and integrity. This streamlined the data preparation process, making it easier to analyze and report on infection control metrics.• Utilized AWS services (such as Amazon S3 and Redshift) to store and analyze large volumes of infection data, enabling scalable data management and efficient querying for trend analysis and reporting.• Increased infection control efficiency by 30% through data-driven resource allocation strategies, utilizing predictive modeling to forecast potential outbreak occurrences and optimize staffing levels in infection control units.• Leveraged Scikit-Learn to create predictive models identifying high-risk patients and forecasting infection outbreaks. These models supported proactive intervention strategies, contributing to a reduction in infection rates.• Designed and maintained real-time interactive dashboards in Power BI with custom visualizations and drill-down capabilities, providing healthcare professionals with instant insights into infection trends, outbreak statuses, and associated risk factors.• Improved data quality by 40% through the implementation of comprehensive data cleaning protocols, including validation rules, outlier detection, and imputation techniques to handle missing values. This ensured the accuracy and reliability of infection control analyses.
EDUCATION
University of North Texas
Master's degree
ABOUT VENKAT V
As a Data Analyst at HCA Healthcare, I leverage my expertise in Python and SQL to analyze infection data and identify trends, outbreaks, and risk factors. I have developed robust ETL processes using SSIS to integrate data from multiple sources, ensuring data consistency and integrity. I also have experience in analyzing behavioral and transactional data from over customers to develop predictive models identifying at-risk customers, informing targeted retention strategies that improved customer loyalty. I am passionate about applying data science techniques to solve real-world problems and drive business growth. I hold a Master\'s degree in Data Science from the University of North Texas and a Bachelor of Engineering in Electrical, Electronics and Communications Engineering from Sathyabama University. I am always eager to learn new skills and technologies to enhance my analytical capabilities and deliver high-quality results.
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