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Allison has spent a career modeling ways data science can help people address their most important challenges, from personal health to personal finance, and teaching others to find answers in data for themselves.

It started with her work in operations research at MIT, where she earned her PhD studying how predictive modeling can help diabetes patients personalize their care. She then applied her expertise to helping bolster heart health as CEO of a health wearables startup and to identifying promising applications of data analytics as a consultant at Sequoia Capital.