Data Analyst
Current• Implemented machine learning algorithms, including Random Forest and Logistic Regression, achieving animpressive 85% accuracy in identifying high-risk patients.• Used Spark, Data Frame API which helps in easy manipulation, transformation, and cleansing of complex healthcaredatasets, ensuring data integrity and consistency.• Designed interactive Tableau dashboards that offered healthcare providers real-time insights into patientpopulations, aiding timely and informed… Show more • Implemented machine learning algorithms, including Random Forest and Logistic Regression, achieving animpressive 85% accuracy in identifying high-risk patients.• Used Spark, Data Frame API which helps in easy manipulation, transformation, and cleansing of complex healthcaredatasets, ensuring data integrity and consistency.• Designed interactive Tableau dashboards that offered healthcare providers real-time insights into patientpopulations, aiding timely and informed decision-making.• Utilized AWS for data warehousing and analytics, enabling high-performance querying and analysis of largehealthcare datasets.• Mined and analyzed electronic health records (EHR), claims, and demographic data to uncover nuanced trends,contributing to a notable 15% reduction in unwarranted medical procedures. Show less