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

Tracks

  • Groking Timeseries & Sequential Data

    Techniques, practices, and approaches, including image recognition, NLP, predictions, & modeling.

  • Deep Learning in Practice

    Deep learning lessons using Tensorflow, Keras, PyTorch, Caffe including use cases on machine translation, computer vision, & image recogition.

  • AI Meets the Physical World

    Where AI touches the physical world, think drones, ROS, NVidia, TPU and more.

  • Papers to Production: CS in the Real World

    Groundbreaking papers make real world impact.

  • Solving Software Engineering Problems with Machine Learning

    Anomaly detection, ML in IDE's, bayesian optimization for config. Machine Learning techniques for more effective software engineering.

  • Predictive Architectures in the Real World

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