Generative Modeling: VAE & GAN Architectures
Custom PyTorch implementations investigating latent-space regularization and adversarial training stability.
Projects
HateRaid: Multimodal Hate Speech Detection
Fine-tuning cross-modal transformers for contextual meme classification.
Interpreter.ai (Winner, Smart India Hackathon 2022)
A production-ready regional translation engine utilizing offline local models.
Robust Time Series Forecasting via Time Differencing and Stacking
Designing a stationarity-enforced stacking architecture for financial/metric forecasting.
XRayd - An AI-Powered Medical Imaging Platform
A web application that leverages multiple deep learning models to predict up to 21 lung diseases from chest X-ray and CT scan images, with a focus on AI explainability.
YOLOv8 Smoke and Fire Detection
Designed and deployed a live YOLOv8-based smoke and fire detection pipeline on Azure/Django.