Research

I am a PhD student in Computer Science at Texas State University. My research interests lie at the intersection of fuzzy set theory, neural networks, and mathematical modeling — broadly, in developing computational methods that remain robust and interpretable under uncertainty and noise.

Master's Thesis

Fuzzy Neural Network for Classification

South Asian University, New Delhi | 2024 – 2026

This ongoing thesis incorporates dynamic fuzzy set representations into a neural network classifier, with the goal of preserving uncertainty in the data and improving classifier robustness under extreme noise conditions.

Research Internship

Application of Piezoelectric Materials

Sri Venkateswara College, Delhi University | 2023 – 2024 (Supervisor: Ms. Monika Meena)
  • Investigated mathematical modeling and real-world applications of piezoelectric materials.
  • Developed analytical frameworks and conducted literature-driven research under faculty supervision.

Seminars & Conferences

  • Participated in a one-week national-level workshop on graph theory and Python, "Your Gateway to AI and Machine Learning," organised by the Indian Mathematics Professors Association and Infinity Research & Development Institute (October 2024).
  • Organising committee member for ISMMACS and the International Conference on Differential Equations at South Asian University (November 2024).
  • Participated in a one-day workshop on "The Riemann Zeta Function" and "Modelling a Pandemic with Changing Dynamics," Department of Mathematics, SAU (March 2025).
  • Attended a talk on "Modelling Infectious Disease" by Prof. Peeyush Chandra, IIT Kanpur (April 2025).
  • Attended a seminar on "Ensuring Long-Term Cryptographic Security" by Dr. S. K. Pal, DRDO, Delhi (April 2025).
  • Attended a keynote address on "Digital Twins, Generative AI and Beyond" by Prof. Harbir Antil, SAU (December 2025).

Leadership & Involvement

President — Trisectrix, The Mathematics Association

Sri Venkateswara College, Delhi University | August 2023 – June 2024
  • Led the association as primary representative, setting the vision and direction for departmental activities.
  • Organised and managed large-scale mathematical events, workshops, and competitions.
  • Mentored junior staff and led cross-functional collaboration across creative, marketing, and sponsorship verticals.

ICT Academy Student Coordinator

Sri Venkateswara College, Delhi University | January 2023 – January 2024

Coordinated between the ICT Academy and the student body, and helped shape and deliver professional training programs for students.

Joint Secretary — Trisectrix, The Mathematics Association

Sri Venkateswara College, Delhi University | July 2022 – July 2023

Coordinated and executed departmental events with the creative, marketing, and sponsorship teams, and assisted in administrative operations.

Head Girl

Gulf Indian School, Kuwait | 2019 – 2020

Elected to represent the student body and liaise with school administration; led professional development initiatives and school events.