David Daniels

David Daniels is a Principal Data Scientist specializing in Marketing Analytics, bringing 15 years of experience in transforming complex data into actionable business intelligence. She earned her Master's in Business Analytics from the University of California, Berkeley, where she developed a deep understanding of statistical modeling and machine learning applications in marketing. David has held impactful leadership positions at OmniMetrics Consulting, where she led a team developing advanced attribution models, and at Veridian Data Solutions, where her focus was on optimizing customer lifetime value through sophisticated predictive analytics. Her professional philosophy centers on demystifying data for marketers, ensuring that every strategic decision is rooted in robust evidence. Readers can expect her articles to provide practical frameworks, case studies, and cutting-edge methodologies for leveraging data to understand consumer behavior, personalize marketing campaigns, and ultimately drive measurable ROI. She is the author of the influential white paper, "The Predictive Power of Purchase Intent Signals in E-commerce," which has become a staple in the industry