Erik Schmidt Email and Phone Number
I am a Research Scientist at Netflix focused on machine learning and recommender systems. Before Netflix I worked for Pandora on music recommendation. My work combines both research science and product development.During my Ph.D., I worked on machine learning for music, developing algorithms capable of understanding music content directly from the audio waveform. My thesis focused on music emotion recognition, where I aimed to identify the conveyed emotion in a piece of music as well as how it evolved over time.
Netflix
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- netflix.com
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Research Scientist L6Netflix Apr 2024 - PresentLos Gatos, California, United States
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Senior Research ScientistNetflix Jan 2020 - Apr 2024Los Gatos, CaMachine learning and recommender systems for personalization. Projects spanning homepage row positioning, billboard selection, category and talent ranking, and explainable recommendations. Driving algo for cross-functional projects spanning ML, design, product, and engineering.
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Staff ScientistPandora Apr 2017 - Dec 2019Oakland, CaDeveloped machine learning systems for music mood understanding and helped launch a collection of personalized playlists focused on specific moods and activities. Led the algorithmic architectural design for recommendation features in Pandora’s on demand music platform, Pandora Premium. This architecture drives autoplay and the magic wand playlist extension tool. -
Senior ScientistPandora Aug 2013 - Apr 2017Oakland, CaLed the playlist and algorithmic design of Thumbprint Radio, a hyper-personalized radio product that in its first year was used by over 25 million listeners and spun over 7.6 billion tracks. Contributed of numerous playlist recommendation strategies to the Pandora listening experience, both personalized and non-personalized, context and content-based. Developed of machine listening systems to automatically understand the musicological content of audio utilizing the incredible data collection known as the Music Genome Project. Work spanning machine learning, recommender systems, and digital signal processing.
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Post-Doctoral Research AssociateDrexel University Sep 2012 - Aug 2013Researcher in the Music and Entertainment Laboratory (MET-lab), a group led by Youngmoo E. Kim, an MIT Media Lab Alum. The MET-lab performs research in digital media technologies, especially in the areas of sound and music. Performed research in music emotion recognition spanning the areas of psychology, signal processing, and machine learning. Mentored Ph.D. students in multiple areas of music informatics: automatic mixing of multi-track audio, content-based prediction of musical influence, content-based modeling of musical expression, and musical robotics. Lead instructor for Drexel University Winter 2013 course on Machine Listening and Music Information Retrieval. -
Research AssistantDrexel University 2007 - Sep 2012Ph.D. student in the Music and Entertainment Laboratory (MET-lab). Developed machine learning techniques for automatic prediction of time-varying musical emotion from audio, spanning Kalman-filtering approaches and conditional random fields. Developed deep learning approaches for extracting acoustic features specifically optimized for musical emotion. Developed and implemented DSP libraries for acoustic feature extraction from audio including loudness, timbre, and harmony.
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Engineering InternAviom 2005 - 2007Developed DSP algorithms for real-time, multi-rate audio processing for 32 simultaneous channels and assisted in FPGA hardware deployment. Maintained and deployed bug fixes in low-level (assembly) user-interface software. Developed hardware for digital mainboards. Performed SMT component level debug and repair of prototype hardware and system beta testing.
Erik Schmidt Education Details
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Electrical Engineering
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Electrical Engineering
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Electrical Engineering
Frequently Asked Questions about Erik Schmidt
What company does Erik Schmidt work for?
Erik Schmidt works for Netflix
What is Erik Schmidt's role at the current company?
Erik Schmidt's current role is Machine Learning at Netflix.
What schools did Erik Schmidt attend?
Erik Schmidt attended Drexel University, Drexel University, Temple University.
Who are Erik Schmidt's colleagues?
Erik Schmidt's colleagues are John Newhart, Imtiyaj Ansari, Virat Kadaru, Mohammed Homran, Neeraj Meena, Prabhat Kumar Singh, Ims Indominus.
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Erik Schmidt
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Erik Schmidt
Santa Cruz, Ca5mac.com, pacbell.net, citrusbyte.com, productops.com, theorem.co11 +183156XXXXX
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