Add GUIs to data science workflows with Jupyter widgets

Pycon UK, October 2017

You can use Jupyter widgets to build user interfaces for controlling data science pipelines. In this talk, I build a widget to interactively label a training set and retrain a model.



Become one of the cool kids on Github

Plotcon Oakland, May 2017

Why do some repositories grow popular while others remain relatively unknown? I try to achieve a quantitative understanding of the drivers of popularity in open source.



Scala in production

Scala Central, January 2017

Using Scala as part of a team in small start-up poses unique human and technological challenges. This is the story of how we addressed the hurdles we encountered building SherlockML.