Dr. S. Pradeep

I am a mathematician with a keen interest in the structures of dynamical systems and the emergence of 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 symbolic 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. In a prior life, I was a researcher at IIT Delhi, working under the mentorship of Prof. A. Nagar on dynamical systems & Riemannian geometry. My work there earned me the prestigious 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 a 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 remain deeply committed to contributing to these institutions. Beyond academics, I am proficient in financial analysis and possess ambidextrous abilities, including touch typing and writing with both hands, as well as playing sports with both feet, which enhances my adaptability 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
MS (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