Speaker: Jeff Magnusson

VP Data Platform @StitchFix

As Director of the Data Platform at Stitch Fix, Jeff Magnusson leads the team responsible for building robust and scalable infrastructure and data services that integrate with numerous interfaces across the business. By leveraging machine computation together with expert­human judgement to generate recommendations and insights, these platforms unlock innovative ways to utilize data science and machine learning that optimize and differentiate the way the company operates the business. Prior to Stitch Fix, Jeff managed the Data Platform Architecture team at Netflix, where he helped design and open source many of the components of the Hadoop based infrastructure and big data platform. Jeff holds a PhD from the University of Florida, specializing in database system implementation.

Find Jeff Magnusson at

2019 Tracks

  • Predictive Data Pipelines & Architectures

    Case Study focused look at end to end predictive pipelines from places like Salesforce, Uber, Linkedin, & Netflix

  • Sequential Data: Natural Language, Time Series, and Sound

    Techniques, practices, and approaches around time series and sequential data. Expect topics including image recognition, NLP/NLU, preprocess, & crunching of related algorithms.

  • ML in Action

    Applied track demonstrating how to train, score, and handle common machine learning use cases, including heavy concentration in the space of security and fraud