Justin Basilico
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Personal Information
Organização/Local de trabalho
San Francisco Bay Area United States
Cargo
Research/Engineering Director at Netflix - Machine Learning and Recommendation Systems
Setor
Technology / Software / Internet
Site
www.netflix.com
Sobre
Leading machine learning researchers and engineers to solve hard, important problems. Balancing research, software engineering, management, and vision. Doing end-to-end machine learning: creating new ideas, designing algorithms running experiments, analyzing the data, deploying in real applications, and building next-generation machine learning infrastructure to make it seamless. Currently focused on innovating the Netflix homepage through better recommendations and personalization to increase our members joy. Specialties: Machine Learning, Personalization, Recommender Systems, Deep Learning, Collaborative Filtering, Information Retrieval, Text Analysis, Artificial Intelligence
Detalhes do contato
Marcadores
personalization netflix machine learning recommender systems recommendations large scale collaborative filtering contextual bandits software engineering distributed systems page generation metrics reinforcement learning deep learning online learning artwork personalization causality user experience experience personalization fairness ranking off policy evaluation multi-task learning multi armed bandits failure injection reliability time future global recommendations spark design patterns
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