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Ethan Rosenthal, a data scientist at Square with a PhD in Physics from Columbia University, joins Hugo Bowne-Anderson to dive into the complexities of the full stack of machine learning. From feature stores to model monitoring and experiment tracking, Ethan sheds light on the essential tools, abstr…
This episode features Shreya Shankar, a PhD student at UC Berkeley and former ML engineer at Viaduct, Google Brain, and Facebook. Shreya joins Hugo Bowne-Anderson to discuss key insights from her team’s paper Operationalizing Machine Learning: An Interview Study, which uncovers common practices and…
In this episode, Michelle Carney, a Senior UX Researcher on Google’s TensorFlow team, joins Hugo Bowne-Anderson to discuss how combining ML and user experience (UX) creates more impactful products. Michelle shares why UX should be a top consideration for data scientists and ML practitioners and off…
Russell Brooks, Principal Machine Learning Engineer at Realtor.com, joins Hugo Bowne-Anderson to discuss what it takes to build an enterprise ML platform from scratch. Russell shares his experiences at OpCity and Realtor.com, where he successfully scaled their ML operations from a small team to rep…
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