Deep Learning

Analyzing the Robustness and the Reliability of Large Language Models

Group project for NLP701. I was responsible for handling the robustness analysis, where the SOTA LLMs were evaluated for their hallucinations.

TAIM-GAN - Text Assisted Image Manipulation GAN

Group project for ML701. Developed a lightweight GAN architecture which edits the given input image conditioned on the text description.

Mobile based Human Identification using Forehead Creases: Application and Assessment under COVID-19 Masked Face Scenarios

Developed an complete end-to-end system for using forehead creases as a biometric modality for human authentication. Code and Database have also been made public.

AI-biometric driven Smartphone App for strict Post-COVID Home Quarantine Management

AI-biometric based Smart Android Application was developed to assist authorities in implementing home quarantine.

Word Galaxy Network

Network of Similar words clustered together in Vitiligo Abstracts Dataset.