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Hi, I'm Fred Hohman

I'm a Research Scientist at Apple
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I design and develop interactive interfaces to help people understand machine learning models and data-driven systems. Besides building tools, I also create data visualizations and write interactive articles to simply communicate complex ideas.
I received my PhD from Georgia Tech where I worked with Polo Chau and Alex Endert. My dissertation on interactive interfaces for interpretability won the ACM SIGCHI Outstanding Dissertation Award and was supported by a NASA Space Technology Research Fellowship.
I have collaborated with designers, developers, artists, and scientists while working at Apple, Microsoft Research, NASA Jet Propulsion Lab, and Pacific Northwest National Lab.

Latest research for fans of human-computer interaction, data visualization, and machine learning.

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My dissertation contributed interactive interfaces to enable machine learning interpretability at scale and for everyone.

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Guidance and best practices to help designers and developers create the best charts for Apple platforms.

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Enhanced reading experiences that demonstrate what's possible when dynamic media are effectively combined.

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A born-digital, experimental magazine dedicated to showcasing the expository power of the web.

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[cv]: {{ site.url }}/cv [polo]: http://www.cc.gatech.edu/~dchau/ "Polo Chau" [alex]: http://va.gatech.edu/endert/ "Alex Endert" [poloclub]: http://poloclub.gatech.edu "Polo Club of Data Science" [nstrf]: https://www.nasa.gov/strg/nstrf "NASA Space Technology Research Fellowship"