Shaik Zaheer Hussain

AI & Computer Vision Researcher

Modular RAG

A modular, interface-driven RAG pipeline that lets students query their course PDFs using hybrid retrieval and a locally hosted LLM — with every component swappable via a single config file.

RAG PipelineModular ArchitectureLlamaIndex

Explainable-Track

Real-time object detection system integrated with tracking algorithms and Explainable AI (XAI) for transparent decision making.

Computer VisionXAIReal-time

SuperRes GAN

Research-faithful PyTorch implementation of SRGAN for photo-realistic single-image super-resolution. Uses deep residual learning, sub-pixel convolution (PixelShuffle), VGG16-based perceptual loss, adversarial training, and SSIM/PSNR evaluation on DIV2K with stable convergence and qualitative validation.

GANsSuper ResolutionPyTorch

Fortunix

A finance-driven RAG system designed to provide personalized financial guidance and improve financial literacy.

FinTechRAGFinance

EEG Data Augmentation

Medical data synthesis framework using Conditional GANs (CGans) to augment EEG datasets for improved classification models.

GANsMedical AIPyTorch