Dr. S. Pradeep
I am a mathematician with a penchant for the intricacies of Dynamical Systems and their connection with Artificial Intelligence. My primary affiliation is with the Machine Intelligence Lab, within the Department of CSE at IIT Roorkee, where I currently serve as a Post-Doctoral Researcher & Principal Investigator, specializing in Dynamical Systems, Machine Learning, and AI. My current research is supported by the prestigious NBHM fellowship from Department of Atomic Energy, under the mentorship of Prof. R. Balasubramanian.
Before this, I've had an enriching period of research at IIT Delhi, where I dived deep into the world of Dynamical Systems & Riemannian Geometry, mentored by Prof. A. Nagar. My achievements during this time were recognized with the SPM fellowship from Council of Scientific and Industrial Research, an accolade given to up to two national toppers annually. I earned my PhD and Masters in Mathematics from IIT Delhi, and undertook undergraduate studies in Data Science at IIT Madras. My proficiencies extend to ambidexterity, application development, financial analysis, maintaining mathematical rigour, dexterous touch typing, and adroit trading. On a more personal note, I have a fondness for bicycling, literature, and soccer.
Resume
Education
PhD Mathematics
IIT Delhi
MS Mathematics
IIT Delhi
BS Data Science
IIT Madras
ICSE
St. Joseph's Convent
Research
Post-doctoral Researcher & PI
IIT Roorkee
Dynamical Systems, Machine Learning & AI
NBHM fellowship from Department of Atomic Energy (Oct. 2022 - present)
Doctoral Researcher
IIT Delhi
Dynamical Systems & Riemannian Geometry
SPM fellowship from Council of Scientific and Industrial Research (July 2017 - Sept. 2022)
Achievements
All India Rank 1
IIT GATE 2020
All India Rank 1
IIT JAM 2015
All India Rank 1
CSIR NET 2019
NBHM Masters Fellowship
Department of Atomic Energy, 2016
NBHM Doctoral Fellowship
Department of Atomic Energy, 2018
NBHM Postdoc Fellowship
Department of Atomic Energy, 2022
SPM Doctoral Fellowship
Council of Scientific and Industrial Research, 2019
Institute Doctoral Fellowship
IIT Delhi, 2017
Academic Excellence Award
Walmart, 2023
Publications
Billiards on Hyperbolic Plane
Topological Methods in Nonlinear Analysis, Juliusz Schauder Center for Nonlinear Studies, 2021
Bratteli-Vershikizability of Billiards
Journal of the Australian Mathematical Society, Cambridge University Press, 2023
Billiards in Hyperbolic 3-space
Journal of Nonlinear Science, Springer Nature (under review)
Billiards on Hyperbolic Tables
Doctoral Thesis, IIT Delhi, 2022
Turning Time into Shapes
CAiSE 2024 (under review)
Learning on Manifolds
Work in progress
DeepReceptor
Proposal, Cancer Grand Challenges, 2023
Tensor Dynamics
Upcoming Book
Contact
Machine Intelligence Lab, Dept. of CSE, IITR
pradeep.cs@sric.iitr.ac.in