Sophia Greathouse

About Sophia Greathouse

AI & Data Consultant for the Government and Public Sector at EY in Washington, DC. Master\'s in Economic Analysis from Kent State University. Skilled in Data Analytics, Applied Math, Leadership, and Communication. Founding member & Chief Operating Officer of Stand Up Be Safe.

Experience

1. Manager Ai & Data Consultant Government & Public Sector

   EY

   Sep 2019 — Present · Washington, DC, US

   Lead a multidisciplinary team of 7 (data analysts, scientists, and engineers) and coordinate with 4 business consultants to deliver end-to-end data solutions for a high-impact federal government initiative.Serve as the primary client interface, providing strategic guidance and technical leadership across multiple data-driven workstreams, while ensuring alignment with federal stakeholder priorities.Architected and operationalized a robust data integration pipeline using SQL and Python in Databricks, consolidating data from over a dozen authoritative contract and budgetary sources into a centralized, scalable architecture.Spearheaded the development of a custom enterprise metadata tagging platform using Agile methodologies, enabling organization-wide data enrichment and semantic traceability.Directed the design and implementation of an NLP-driven analytics engine that applies TF/IDF and cosine similarity for semantic keyword matching, improving the discovery of topic-relevant content in unstructured financial descriptions.Applied unsupervised learning techniques (PCA and clustering) to uncover latent thematic structures in government datasets, supporting the identification of emerging technology trends and policy-relevant insights.Designed and launched a comprehensive data governance and analytics framework in a new federal operating environment, uniting dozens of stakeholders around a shared taxonomy, ingest protocols, and visualization strategy.Drive strategic planning and delivery of all data program components, from infrastructure to insights, ensuring measurable outcomes and ongoing adaptability to evolving client missions.

Education

• Georgia Institute of Technology

  Master of Science (MS) in Analytics

  2023 — 2027

• Kent State University

  Master of Arts in Economics (MAE)

  2017 — 2019

• Kent State University

  Bachelor of Business Administration (BBA)

  2013 — 2017