Andrea Mccarter Email & Phone Number

Duluth, Ga, Us

Atlanta, Georgia, Us

• Development of predictive model for acute kidney injury prevention in a pediatric hospital inpatient setting• Development of predictive model for suspected or critical sepsis upon transfer to PICU for patients with bolus and no antibiotics• Analysis of impact of best practice implementations on prevention of delirium in the NICU• Analysis of impact of interruptive alerts on delirium ordering and assessment in the NICU • Development of visual analytics tools to identify improvement opportunities for U.S. News and World Report pediatric hospital rankings• Consultant on deployed emergency and urgent care volume predictive model, making recommendations for improvement• Migration of multivariate machine learning model for short and long-term prediction of emergency and urgent care volumes from Hadoop server to RStudio server• Analytical support with a national collaborative “Improving Pediatric Sepsis Outcomes” (IPSO) to reduce sepsis incidence in hospital setting• Analytical work with Neonatal Intensive Care Unit (NICU) on reduction of infant delirium• Analysis of longitudinal impact of high risk patient diabetic ketoacidosis (DKA) reduction program on DKA frequency, severity, and number of clinic visits• Data cleansing, including removing outliers, recoding, and imputation of values as needed

Atlanta, Georgia, Us

• Developed logistic regression longitudinal model for predicting suicide attempts• Performed analysis of crisis prevention training program for handling behavioral issues• Evaluated accuracy of EPIC logistic regression predictive model for sepsis in emergency department• Performed geographic evaluation, with multiple maps created using R, of flu vaccinations and flu cases• Developed logistic regression model, using R, for evaluation of diabetes program, using propensity matching for comparison to control group created from Oracle historical database• Support and maintenance of multivariate machine learning model for short and long-term prediction of emergency and urgent care volumes • Developed no show prediction model, incorporating time of day, day of week, weather, holiday schedules, zip code, patient history, and more• Created new dashboard, with “what if” analysis features, for U.S. News and World Report outcomes for Best Children’s Hospitals• Data cleansing, including removing outliers, recoding, and imputation of values as needed

Atlanta, Georgia , Us

Graduated from Georgia Institute of Technology with an MS in Analytics in December, 2015. This is an interdisciplinary program between the schools of Management, Industrial and Systems Engineering, and Computer Science, which focuses on analytical tools and techniques, including regression, data mining, statistics, R, forecasting, and operations research. GPA: 3.5

• Designed and implemented Oracle data warehouse for easy retrieval and reporting for 15,000 state regulated facilities. • Converted legacy applications to latest database, business intelligence, and web-based technology. • Migrated 600 computers from Novell network and email system to Microsoft Active Directory and Exchange email.• Re-configured 600 computers from local domain to enterprise MS Active Directory domain.

Master’S Degree, Analytics

Bachelor Of Arts, Psychology

Ph.D., Experimental Psychology