Publications
Learning from biological and computational machines: importance of SARS-CoV-2 genomic surveillance, mutations and risk stratification
Anuradha Pandey, Shikha Bhat, Akshay Kanakan, Ranjeet Maurya, Janani Srinivasa Vasudevan, Priti Devi, Partha Chattopadhyay, Shimpa Sharma, Rajesh J Khyalappa, Meghnad G Joshi, Rajesh Pandey
Published in collaboration with the Institute of Genomics and Integrative Biology, this work analyzes COVID-19 patient data with statistical, machine learning, and genomic approaches to support risk stratification and genomic surveillance.
Projects
Multilingual Hate Speech Analysis for Indian Elections
Worked with Dr. Kiran Garimella; analyzed 1M+ Facebook posts and fine-tuned LLMs for multilingual hate speech detection and topic modeling to track evolving narratives and identify political manipulation targets.
Mental Health Risk Assessment Chatbot
Worked with Dr. Manik Gupta to build a plug‐and‐play chatbot framework that utilizes models fine‐tuned on university survey data for personalized mental health assessment and resource routing; adopted by 100+ external projects.
Multi-Task Learning for Code-Switched Languages
Collaborated with Dr. Aruna Malapati on Multi-Task Learning (MTL) to address code-switched language, demonstrating improved generalization and performance due to task-related knowledge transfer.
Structured sentiment analysis using GNNs
Built Graph Neural Networks (GNNs) on dependency graphs modeling opinion holders, targets, and sentiment expressions in a code‐mixed social media dataset;
Prompt Me — A dashboard for daily activities
Android application with multiple functionalities to track important activities and manage home inventory, including task scheduling, inventory management, and reminders.
Jeevan Daan — A Secure Platform for Organ Donation Management
A secure website for managing candidate waitlists, organ donation, matching, and transplantation, designed to protect sensitive medical information.