Manbir Gulati

Machine Learning Research Scientist at Leidos
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Contact Information
us****@****om
(386) 825-5501
Location
Frederick, Maryland, United States, US
Languages
  • Hindi -
  • Spanish -

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Experience

    • Software Development
    • 400 - 500 Employee
    • Machine Learning Research Scientist
      • Feb 2022 - Present

      I work on pushing forward novel Machine Learning methods with Leidos' AI Accelerator. I am currently patent pending for a network simulation technique at scale based on language models with a unique loss and generation structure. I work on pushing forward novel Machine Learning methods with Leidos' AI Accelerator. I am currently patent pending for a network simulation technique at scale based on language models with a unique loss and generation structure.

    • United States
    • IT Services and IT Consulting
    • 200 - 300 Employee
    • Machine Learning Researcher
      • May 2018 - Feb 2022

      As a Machine Learning researcher, I used ML to solve novel problems. Examples of my work include: - Creating Software to aid in Time Series augmentation and analysis used by many in our target domain: https://arxiv.org/abs/2207.09918 - Innovating on SoTA Neural Networks including XCiT, CaiT Transformers, and EfficientNets to 1D Segmentation task - Creating and Deploying Deep Learning Based Sequence to Sequence Classification system utilizing ContextNet, Convolutional Language Models, and CTC In my time there I worked on a number of high priority projects with state of the art machine learning technologies. I also advised on Machine Learning company acquisitions and guest lectured at Johns Hopkins University. Show less

    • United States
    • Financial Services
    • 700 & Above Employee
    • Malware Analyst
      • Jun 2012 - Aug 2012

      CCENT, A+ CCENT, A+

    • United States
    • Computer and Network Security
    • 1 - 100 Employee
    • Programmer
      • 2012 - 2012

    • United States
    • Non-profit Organizations
    • 700 & Above Employee
    • Tech Intern
      • 2012 - 2012

Education

  • Princeton University
    Bachelor of Science (BSc), Computer Science
    2013 - 2017
  • University of Maryland Baltimore County
    2011 - 2011

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