Carrie Grundman

About Carrie Grundman

I have a passion for applying my data science and engineering expertise to distill large…

Experience

1. Senior Data Scientist

   Labcorp

   Apr 2022 — Present

   Program Leadership & Customer Analytics:• Lead cross-functional initiative connecting disparate data sources to predict laboratory project conversion from opportunity to revenue, driving strategic business decisions• Partnered with internal customers (pricing team, laboratory managers) to dramatically improve data maintenance processes, reducing request turnaround time and increasing customer satisfaction through custom application documentation and training• Collaborated with financial analysts to identify pain points, building Python automation that reduced manual database querying from hours to seconds• Applied string-matching techniques to consolidate vendor lists, improving analysis efficiency for downstream stakeholdersAdvanced Analytics & Predictive Modeling:• Designed highly accurate, transparent custom regression models to forecast daily and long-term diagnostic test volume, leveraging mathematical optimization to simultaneously fit weekday, holiday, and seasonality adjustment factors• Built predictive models to forecast free cash flow for executive decision-making• Performed machine learning feature selection to reduce turnaround time for early drug development cost calculations

Education

• University of Oklahoma

  Bachelor of Science (B.S.), Chemical Engineering

• University of Delaware

  Doctor of Philosophy (PhD), Chemical Engineering