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* Selected Projects

Every project started with a question.

Some came from curiosity. Others came from real business challenges. Each one pushed me to think critically, analyze the data, and make recommendations that create value.

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Building My Tennis Business

A better member experience became a better business.

Designed and built a platform that simplified registrations, improved the member experience, and helped guide business decisions through data.

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Houston Astros Attendance

What actually drives fans to the ballpark?

Regression analysis that challenged assumptions about attendance and uncovered a surprising driver of fan behavior.

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Lucy's Soda Market Entry

Should another brand enter the prebiotic soda market?

Led a four-person research team from survey design through strategic recommendations for market entry.

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Smartphone Positioning

Where can a challenger brand compete?

Perceptual mapping that identified competitive whitespace and a stronger position for a challenger brand.

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Water Quality Research

Where my curiosity for analytics began.

Spatial analysis of geographic and demographic factors that uncovered patterns in public health data.

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