Resume

Freelance developer

Web development

Currently working as freelance developer for a startup

Research Intern

Forschungszentrum Jülich, Germany

Currently working as a research intern in the Applied Machine Learning (AML) group at the Brain and Behaviour Institute (INM-7). The focus is on exploring machine learning techniques in brain imaging data.

Master

University of Cologne , University of Bonn

Physics

Bachelor

St. Stephen's College, Delhi

Physics

Studying Synchronisation in Coupled Systems

Research focused on studying synchronization phenomena in coupled systems, with practical experiments that exhibit synchrony.

• Design and implementation of tabletop experiments
• Exploration of synchronization in various systems

Probing Variation in Fermi Coupling Constant Using Supernova Ia Data

Investigation of the temporal variation of the Fermi Coupling Constant by analyzing light curves of Type Ia supernovae.

• Data analysis using light curves
• Exploration of fundamental constants in physics

Fast Radio Bursts (FRB) Classification Using Neuro-Evolutionary Techniques

Application of evolutionary neural networks (ENNs) to classify Fast Radio Bursts as part of a final year dissertation.

• Use of evolutionary neural networks (ENNs)
• Classification of astrophysical phenomena

Analysis of Neural Data Using Non-Linear Features and Neural Networks

Research focused on analyzing Electroencephalogram (EEG) data from epileptic and schizophrenic patients using various machine learning classifiers.

• Classification using SVMs, KNNs, and CNNs
• Application to neurological and psychiatric disorders

A Novel Dual Polarized Disconne Antenna Design in the 18 - 40 MHz Range

Design and development of a novel dual-polarized antenna, awarded first prize in a national competition.

• Design of support structure
• National recognition and award

Digital Fireflies: Coupled LEDs in Synchrony

Resonance

This paper explores the synchronization of coupled LED systems, providing insights into how simple systems can exhibit complex behaviors like synchrony. The work is grounded in the study of nonlinear dynamics and chaos.

A Novel Method for Schizophrenia Classification using Nonlinear Features and Neural Networks

Arxiv

This paper presents a new method for classifying schizophrenia using nonlinear features and neural networks, demonstrating the potential of machine learning techniques in medical diagnosis.

Examining Temporal Variation of the Fermi Coupling Constant using SNe Ia Light Curves

Arxiv

The study investigates the temporal variation of the Fermi Coupling Constant by analyzing light curves from Type Ia supernovae, contributing to our understanding of fundamental constants in physics.

SC Bhargava Excellence Award for Undergraduate Research

St. Stephen’s College, University of Delhi

Awarded for excellence in undergraduate research at St. Stephen’s College, University of Delhi.

SC Bhargava Merit Scholarship

St. Stephen’s College, University of Delhi

Received for academic merit at St. Stephen’s College, University of Delhi.

Tushar Nagia Excellence Award

St. Stephen’s College, University of Delhi

Awarded for maintaining the highest CGPA aggregate in the first year at St. Stephen’s College.

Council member

BCGS student council

Council member for the Bonn Cologne graduate school for Physics and astronomy.