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Projects

Some of the projects are from work and some are on my own time.

73

Quantum Transformer

A hybrid classical-quantum transformer model that integrates quantum computing elements into neural architectures for enhanced text classification performance.

11

Multilingual Summarization

A comparative study of fine-tuning approaches for multilingual text summarization using Small Language Models on Wikipedia articles.

9

Multimodal Lie Detection

A non-invasive AI system that detects deception in videos by analyzing facial expressions, voice patterns, and speech content simultaneously.

6

Machine Unlearning

Exploring selective data removal from fine-tuned language models while maintaining performance on remaining data with minimal computational cost.

13

Vision Transformer Compression

Efficient ViT model compression using structured pruning and neural architecture search for mobile deployment.

5

Medical Image Segmentation

Deep learning research leveraging transfer learning and pre-trained vision models for disease detection in medical imaging.

5

Multimodal Medical VQA

A transformer-based system for medical visual question answering that combines language models with advanced vision architectures.