This post describes what I’m looking for in my next data science leadership position. I wrote this both to help me prepare for interviews and in case it’s helpful to anyone else to see what I look for in a company. …

When I first started at ShopRunner three years ago, my coworker Hanna and I excitedly chose Harry Potter as the theme for our repo names. We both loved the series, and it seemed like it would be relatively easy to find names that loosely connected with our projects. Fast-forward to…

Today I went down a long rabbit hole trying to solve a linting error for a coworker. Our team at ShopRunner uses numpy docstrings, and we check our code with flake8 and flake8-docstrings. My coworker had written a method that looked like this: def my_sweet_method(self, examples): """…

Before RC I first heard about the Recurse Center in 2016. RC hosts self-directed educational retreats for batches of programmers; basically go hang out in Brooklyn with cool people who like learning (yes, please!). I knew I would love to attend one of their retreats, but it was not feasible…

This is a cautionary tale of how I spent a large amount of money running PySpark clusters and what I discovered about deploying a recommendation engine at scale. I’ll describe how I finally chased down an intermittent error and lessons learned along the way including why you can’t always write PySpark code like Python code and how important it is to check third party library integrations. Originally published at https://shoprunnerblog.wordpress.com on March 4, 2019.

This past October, I traveled to NYC to give a talk about spending a lot of ShopRunner’s money. Here’s the video: https://www.youtube.com/watch?v=SFkmrgfwEyE