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Biography
I am a Post-Doctoral Fellow at the Center for Data Science in the Nell Hodgson Woodruff School of Nursing at Emory University, working with Prof. Xiao Hu. Prior to this, I have received my PhD in Computer Science from the School of Interactive Computing within the College of Computing at Georgia Tech, where I was advised by Prof. Dhruv Batra. I have received my bachelor’s degree in Computer Science from IIT Kanpur, where I worked with Prof. Piyush Rai.
My long term goal is to develop machine learning and reinforcement learning algorithms for biomedical data analysis and sequential decision making in medical treatment.
I also enjoy powerlifting, hiking, and speed solving. My official World Cube Association record for fastest single solve of the 3 x 3 Rubik’s Cube is 15.33 seconds.
- Reinforcement Learning
- Machine Learning
- Biomedical and Health Applications
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Doctor of Philosophy in Computer Science, 2017-2022
Georgia Tech
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Bachelor of Technology in Computer Science, 2017
Indian Institute of Technology Kanpur
Featured Articles
Teaching
Lectures
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Georgia Tech, Fall 2020, OMSCS CS7643: Deep Learning, Fall 2020, by Prof. Zsolt Kira. Four lectures for the Reinforcement Learning module. Recorded lecture videos available as a part of the OMSCS course offering.
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Georgia Tech, Fall 2020, CS4803 / CS7643: Deep Learning, Fall 2020, by Prof. Dhruv Batra. Three lectures for the Reinforcement Learning module. Lecture slides: 1, 2, 3.
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Georgia Tech, Fall 2019, CS4803 / CS7643: Deep Learning, Fall 2019. Lecture on Reinforcement Learning - Dynamic Programming, Q-Learning DQNs. Slides.
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IIT Kanpur, Spring 2017, ESC101: Fundamentals of Computer Science.
- Recorded lecture videos in Hindi (partly mixed with English) jointly with all tutors in order to help students who had difficulty understanding English lectures. Sample: Video 1 - Multidimensional Arrays. All lecture videos available at this YouTube Playlist.
- Recorded lecture videos in Hindi (partly mixed with English) jointly with all tutors in order to help students who had difficulty understanding English lectures. Sample: Video 1 - Multidimensional Arrays. All lecture videos available at this YouTube Playlist.
Teaching Assistant
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Georgia Tech, Fall 2019, CS4803 / CS7643: Deep Learning, by Prof. Dhruv Batra
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Georgia Tech, Fall 2018, CS4803 / CS7643: Deep Learning, by Prof. Dhruv Batra
Tutor: Held weekly tutorial classes (read: recitations) along with holding TAing duties for:
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IIT Kanpur, Spring 2017, ESC101: Fundamentals of Computer Science, by Prof. Rajat Mittal
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IIT Kanpur, Fall 2016, ESC101: Fundamentals of Computer Science, by Prof. Vinay Namboodiri
Contact
- nmodhe [AT] emory [DOT] edu
- Atlanta, GA