David Sontag

David Sontag Email and Phone Number

CEO Layer Health, Professor at MIT @ Layer Health
David Sontag's Location
Cambridge, Massachusetts, United States, United States
David Sontag's Contact Details
About David Sontag

David Sontag is a CEO Layer Health, Professor at MIT at Layer Health. He possess expertise in machine learning, algorithms, computer science, artificial intelligence, natural language processing.

David Sontag's Current Company Details
Layer Health

Layer Health

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CEO Layer Health, Professor at MIT
David Sontag Work Experience Details
  • Layer Health
    Chief Executive Officer
    Layer Health Jan 2023 - Present
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  • Massachusetts Institute Of Technology
    Professor, Eecs
    Massachusetts Institute Of Technology Jan 2017 - Present
    Cambridge, Ma, Us
    Research and teaching in machine learning and artificial intelligence. Lead the Clinical Machine Learning Group (http://clinicalml.org), studying how machine learning can transform health care through more accurate and timely diagnosis and risk stratification, disease progression modeling, prediction of treatment effectiveness, and changing the way clinicians interact with patient data. Principal investigator in the Institute for Medical Engineering & Science (IMES) and the Computer Science and Artificial Intelligence Laboratory (CSAIL), and faculty in the Harvard–MIT Health Sciences and Technology (HST) program.
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  • Asapp
    Principal Scientist & Chief Health Strategist
    Asapp Jun 2018 - Sep 2022
    New York, Ny, Us
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  • New York University
    Assistant Professor
    New York University Sep 2011 - Dec 2016
    New York, Ny, Us
    Faculty in the Courant Institute of Mathematical Sciences and the Center for Data Science. Taught computer science and data science at both undergraduate and graduate levels, and led research group that applies machine learning to health care. Received National Science Foundation CAREER Award in 2014.
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  • Microsoft Research New England
    Postdoctoral Researcher
    Microsoft Research New England Aug 2010 - Jun 2011
    Redmond, Washington, Us
    Performed machine learning research with applications to personalizing web search (in collaboration with Bing) and early detection of sepsis (in collaboration with Beth Israel Deaconess Medical Center). Published 4 articles and filed 2 patents.
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  • Google
    Research And Engineering Intern
    Google Jun 2002 - Aug 2007
    Mountain View, Ca, Us
    Internships at Google during the summers of 2002, 2003, and 2007. In 2002, worked on Ads team. In 2003, worked on algorithms for detecting web spam. In 2007, worked on improving structure learning for Rephil, a probabilistic topic model widely used at Google.
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David Sontag Skills

Machine Learning Algorithms Computer Science Artificial Intelligence Natural Language Processing

David Sontag Education Details

  • Massachusetts Institute Of Technology
    Massachusetts Institute Of Technology
    Computer Science
  • University Of California, Berkeley
    University Of California, Berkeley
    Computer Science

Frequently Asked Questions about David Sontag

What company does David Sontag work for?

David Sontag works for Layer Health

What is David Sontag's role at the current company?

David Sontag's current role is CEO Layer Health, Professor at MIT.

What is David Sontag's email address?

David Sontag's email address is ds****@****nyu.edu

What schools did David Sontag attend?

David Sontag attended Massachusetts Institute Of Technology, University Of California, Berkeley.

What skills is David Sontag known for?

David Sontag has skills like Machine Learning, Algorithms, Computer Science, Artificial Intelligence, Natural Language Processing.

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