Dr. S. Pradeep

I am a mathematician with a keen interest in the structures of dynamical systems and their relationship with artificial intelligence. My primary affiliation is with the Machine Intelligence Lab, Department of CSE, IIT Roorkee, where I serve as a Post-Doctoral Researcher & Principal Investigator, specializing in dynamical systems and machine learning. My research on geometric deep learning is supported by the National Post-Doctoral Fellowship (N-PDF) from Science and Engineering Research Board (SERB), under the mentorship of Prof. R. Balasubramanian. Prior to this, I had an enriching period of research at IIT Delhi, exploring dynamical systems & Riemannian geometry, mentored by Prof. A. Nagar. My work there earned me the SPM fellowship from the Council of Scientific and Industrial Research (CSIR), an accolade given to up to two national toppers annually. I hold a doctorate and master's degree in mathematics from IIT Delhi and a bachelor's degree in data science from IIT Madras, all of which were funded by merit-based scholarships. I feel incredibly fortunate to have received these opportunities and am deeply committed to serving these institutions in any way I can. I am proficient in mathematical problem-solving, touch typing, financial analysis, and trading. I am ambidextrous, capable of typing and writing with both hands, as well as playing sports with both feet, which enhances my adaptability and efficiency in various tasks. Outside of my professional interests, I enjoy bicycling, literature, and soccer.

Resume, CV, Publications
Academics
PhD (Symbolic Dynamics)
SPM Award, Thesis
IIT Delhi
MSc (Pure Mathematics)
Magna Cum Laude, Thesis
IIT Delhi
BS (Data Science)
Summa Cum Laude, Projects
IIT Madras
ICSE
Summa Cum Laude
St. Joseph's Convent

Research
Post-Doctoral Researcher & Principal Investigator
IIT Roorkee
Geometric Deep Learning, Neuro-Symbolic AI & Dynamical Systems
N-PDF from SERB, Department of Science and Technology, Govt. of India (April 2024 - present)
National Board of Higher Mathematics (NBHM) fellowship from Department of Atomic Energy, Govt. of India (Oct. 2022 - March 2024)
Doctoral Researcher
IIT Delhi
Dynamical Systems & Riemannian Geometry
SPM fellowship from Council of Scientific and Industrial Research (CSIR), Govt. of India (July 2017 - Sept. 2022)

Work

Accolades
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 Research Fellowship
Department of Atomic Energy, 2018
NBHM Post-Doctoral 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
National Post-Doctoral Fellowship
SERB, Department of Science and Technology, 2024


Machine Intelligence Lab
Department of Computer Science and Engineering
IIT Roorkee