Work

Work Experiences

Publications

Studying the Impact of Transportation During Lockdown on the Spread of COVID-19 Using Agent-based Modeling,

Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART

February 24, 2023

In this study, we analyze the patterns of the spread of infection of COVID-19, recovery, and death specifically for the state of Goa, India, for twenty-eight days. Using agent-based simulations, we explore how individuals interact and spread the disease when traveling by trains, flights, and buses in two significant settings - unrestricted and restricted local movements.

Learning From Biological and Computational Machines: Importance of SARS-CoV-2 Genomic Surveillance, Mutations and Risk Stratification

Frontiers in Cellular Infection and Microbiology

Dec 24, 2021

My work consisted of the analysis and visualization of the clinical data of COVID-19 affected patients to find statistically significant features. We also implemented the Nested Cross-Validation method on 5 different machine learning models to classify the severity of the disease in patients.