Caitlin D.

About Caitlin D.

I\'m Caitlin, an AI/ML Product Manager and analytics leader with a decade of experience turning data into strategy and machine learning into measurable outcomes.With roots in financial analysis and data science, and degrees in economics, I’ve built my career helping teams translate complex data into scalable, user-centered products – especially in tech-driven finance and enterprise settings.I specialize in the space where product, data, and business strategy converge: leading cross-functional teams, driving ML adoption, and building intelligent systems that solve real problems. My experience spans consulting, financial services, and consumer products, with hands-on work across platforms like Databricks, Azure, GCP, and Tableau.I hold certifications, including PSPO II, prompt engineering, among others, but more importantly, I know how to apply those tools to deliver impact.

Experience

1. Product Manager - Data Strategy, Integration & Analytics

   The Home Depot

   Jan 2024 — Present · Atlanta, GA, US

   Designed and executed data strategy for a multi-billion dollar segment aligned with corporate transformation goals, partnering with data scientists, engineers, and business leaders to implement data integration and analytic solutions for data-driven decision-making. Established data governance and quality frameworks while driving adoption through Tableau enablement and strategy, developing self-service analytics capabilities, and leading stakeholder showcases to increase adoption. Led portfolio financial data integration strategy across emerging portfolio, consolidating legacy pipelines and implementing a modern architecture that recovered 30% of revenue to grow the business. Established technical frameworks for product managers, senior analysts and tech leads, driving adoption of standardized integration frameworks that accelerated delivery of strategic initiatives by across finance, sales, and operations teams. 17% improvement in speed to completion

Education

• University of Louisville

  Bachelor of Science (B.S.), Economics

• Georgia State University

  Master's degree, International Economics