Manbir Gulati
Machine Learning Research Scientist at Leidos- Claim this Profile
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Bio
Experience
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Leidos
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Software Development
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400 - 500 Employee
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Machine Learning Research Scientist
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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.
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Applied Insight, LLC
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United States
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IT Services and IT Consulting
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200 - 300 Employee
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Machine Learning Researcher
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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
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Citi
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United States
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Financial Services
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700 & Above Employee
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Malware Analyst
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Jun 2012 - Aug 2012
CCENT, A+ CCENT, A+
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Corsec Security, Inc.
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United States
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Computer and Network Security
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1 - 100 Employee
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Programmer
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2012 - 2012
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United Cerebral Palsy
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United States
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Non-profit Organizations
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700 & Above Employee
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Tech Intern
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2012 - 2012
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Education
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Princeton University
Bachelor of Science (BSc), Computer Science -
University of Maryland Baltimore County