Nathaniel Haines

Nathaniel Haines

Senior Manager, Data Science

Oscar Health

I am a data scientist with a PhD from The Ohio State University, specializing in generative modeling, behavioral economics, and software development. My work spans both health-tech and fin-/insur-tech, where I’ve led teams to:

  1. develop and deploy generative/ML models for web and mobile platforms;
  2. design studies and publish academic research across fields including behavioral and actuarial science; and
  3. build internal and open-source tools to help make doing day-to-day analytics work a more delightful—and less error prone—experience.

With 20+ peer-reviewed publications and contributions to open-source software, I can be academic when rigor is needed, but also practical when it comes to tight deadlines and execution uncertainty.

TLDR; I have expertise in leading teams and building analytics tools across diverse industries. My skillset allows for me to make informed decisions even when faced with incomplete or uncertain data. I also really enjoy the work I do—reach out if you are ever interested in chatting about it!

Download my CV.

Interests
  • Bayesian Statistics <3
  • Risk Modeling
  • Computational Reproducibility
  • Uncertainty Quantification and Visualization
  • Clinical and Mathematical Psychology
Education
  • Ph.D. in Psychology, 2021

    The Ohio State University

  • M.A. in Psychology, 2017

    The Ohio State University

  • B.A. in Psychology, 2015

    The Ohio State University

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