Invited Speakers 2019–20

  • SIAM Visiting Lecture

    September 9, 2019

    Dr. Stephanie Fitchett
    Data Scientist, Transamerica

    Open Session

    Come and meet with Dr. Fitchett

    • 10:00–11:00 a.m., Stright 205

    “Data Science, Machine Learning, and Some Examples from Life Insurance Underwriting”

    • 3:30–4:30 p.m., Stright 226/229
    • (Suggested Background: some math and statistics understanding)

    Abstract

    Machine learning models are becoming ubiquitous, as are data science positions for those who build them. This talk will start with a general discussion of machine learning, then focus on some specific machine learning models under development for life insurance underwriting. We will discuss how one or two models work at a high level, some of the challenges in building useful models, and the safeguards that are in place to prevent unintended negative consequences. If there is interest, we can also talk about data science as a career path.

    “What Could I Do in Industry? A handful of statistics and mathematics projects where science and business drive the questions”

    • 6:30–7:30 p.m., Humanities and Social Sciences 126
    • (Suggested Background: none)

    Abstract

    There are many opportunities in industry for students with strong statistical and mathematical backgrounds—not necessarily majors. This talk will share a handful of projects that have a statistical or mathematical component and are driven by science or business needs. The projects include tracking the effects of landfill contaminants on fish over time; detecting anomalies in “pattern or life” transportation routes using imagery from synthetic aperture radar; estimating the extent of music piracy among an internet provider’s customers; and modeling the spread of avian influenza in Southeast Asia.

    Bio

    Stephanie Fitchett holds a PhD in mathematics from the University of Nebraska and an MS in statistics from Colorado State University. Following a postdoctoral position, she spent 12 years as a faculty member at Florida Atlantic University’s Honors College and at the University of Northern Colorado. She has worked as a statistician in industry for the past seven years, first at Sandia National Laboratories, and later at Neptune, a small environmental consulting firm. In her current position as a data scientist at Transamerica, a life insurance company, she builds statistical models that leverage corporate and external data to facilitate underwriting of life insurance policies. Steph lives in Boulder, Colorado, and is an avid whitewater kayaker.