Ayush Khot
Undergraduate Research Assistant at National Center for Supercomputing Applications- Claim this Profile
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Marathi Limited working proficiency
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French Native or bilingual proficiency
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Computer Languages - Java, Python, Kotlin, Bash, C++ Professional working proficiency
Topline Score
Bio
Experience
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National Center for Supercomputing Applications
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United States
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Research Services
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100 - 200 Employee
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Undergraduate Research Assistant
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May 2022 - Present
- As part of Dr. Neubauer's group and the ATLAS Collaboration, I have worked with Dr. Avik Roy to examine, identify shortcomings with, and develop improved explainable AI (xAI) methods on Deep Neural Networks. - Improved existing architecture's (Particle Flow Network) accuracy by 4% and decreased model parameters from 82k to 17k while maintaining similar accuracy and AUC - Compiled important physical features relevant to top quark decay through xAI metrics - Investigating the mathematical distinction between boosted decision trees and dense neural networks.
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NetMath
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United States
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E-Learning Providers
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1 - 100 Employee
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NetMath Mentor
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Feb 2022 - Present
- Ensure weekly communication and supervise over 20 Multivariable Calculus students - Grade homework using Mathematica, providing feedback, and reviewing exam results - Ensure weekly communication and supervise over 20 Multivariable Calculus students - Grade homework using Mathematica, providing feedback, and reviewing exam results
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Kumon North America, Inc.
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United States
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Education Administration Programs
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700 & Above Employee
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Kumon Instructor
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Nov 2019 - Aug 2021
- Provided Online Tutoring to students through Zoom during COVID Crisis - Teaching Math and Reading skills to young children - Helping students develop critical thinking and problem-solving skills - Provided Online Tutoring to students through Zoom during COVID Crisis - Teaching Math and Reading skills to young children - Helping students develop critical thinking and problem-solving skills
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Argonne National Laboratory
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United States
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Research Services
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700 & Above Employee
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Student Researcher
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Sep 2019 - May 2021
- Constructed project abstracts and descriptions approved by Proposal Evaluation Board - (2019-2020) Determined the reliability of the S-SAD data collection method by mapping the structure of bovine insulin with Dr. Duguid - Argonne Exemplary Student Research Program (ESRP) - (2020-2021) Formulated experiment to evaluate effect of removing titin in the sarcomere structure by measuring the lattice spacing during muscle contraction with Dr. Irving - Argonne ESRP - Constructed project abstracts and descriptions approved by Proposal Evaluation Board - (2019-2020) Determined the reliability of the S-SAD data collection method by mapping the structure of bovine insulin with Dr. Duguid - Argonne Exemplary Student Research Program (ESRP) - (2020-2021) Formulated experiment to evaluate effect of removing titin in the sarcomere structure by measuring the lattice spacing during muscle contraction with Dr. Irving - Argonne ESRP
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MAHARASHTRA MANDAL-CHICAGO
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United States
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Teaching Assistant
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May 2017 - May 2021
Volunteered to teach elementary and middle school students about the language and culture of Maharashtra. Volunteered to teach elementary and middle school students about the language and culture of Maharashtra.
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Education
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University of Illinois Urbana-Champaign
Bachelor of Science - BS, Engineering Physics -
Metea Valley
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Kumon North America, Inc.
Math and Reading Graduate