Hallucination Detection and Mitigation in Large Language Models
Research Assistant at the Crowd Dyanamics Lab, UIUC, Guide: Prof. Hari Sundaram
Research projects
Natural Language Processing Research
Multilingual Automatic Speech Recognition for Low-resource Languages
Master’s Thesis-I (Nationwide project - Bhashini, NLTM and the Amazon IITB AI-ML Initiative) at the Computational Speech and Language Technologies Lab, IIT Bombay, Guides: Prof. Preethi Jyothi, Prof. Pushpak Bhattacharya
Large Language Model-based metric for Automatic Speech Recognition
Master’s Thesis-I (Nationwide project - Bhashini, NLTM) at the Computational Speech and Language Technologies Lab, IIT Bombay, Guide: Prof. Preethi Jyothi
Low-resource and Dialectal Speech Generation
Master’s Thesis-II (Nationwide project - BharatGen) at the Computational Speech and Language Technologies Lab, IIT Bombay, Guides: Prof. Preethi Jyothi, Prof. Ganesh Ramakrishnan
Computer Vision Research
Nuclei Instance Segmentation and Classification for Histopathology Images
Bachelor’s Project-I (Collaboration with TATA Cancer Research Hospital) at the Medical Deep Learning and Artificial Intelligence Lab, IIT Bombay, Guide: Prof. Amit Sethi
CT Reconstruction from Ultrasound Images of Breast Cancer using GANs
Research Assistant (Collaboration with TATA Cancer Research Hospital) at the Medical Deep Learning and Artificial Intelligence Lab, IIT Bombay, Guide: Prof. Amit Sethi
Computer Vision Techniques for Vocal Fold Surgery Assistance
Research Internship (MITACS GRI Award) at the Medical Computer Vision and Robotics Lab, University of Toronto, Onsite: May’23 - Jul’23, Guide: Prof. Lueder Kahrs University of Toronto
Genomics-based Survival Analysis for Lung Cancer using Multimodal Data
Bachelor’s Project-II (Collaboration with TATA Cancer Research Hospital) at the Medical Deep Learning and Artificial Intelligence Lab, IIT Bombay, Guide: Prof. Amit Sethi