Projects

Selected Work

A collection of projects showcasing expertise in machine learning, computer vision, and NLP

Final-Year Research

ASL Recognition System

CNN-based gesture recognition trained on 13,000 images across 26 ASL hand gesture classes.

92.6%Accuracy
PyTorchCNNComputer Vision

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Multimodal Educational Content

Integrated text-to-image generation for educational content with 85% alignment approval.

85%Alignment
Text-to-ImageGenerative AIMultimodal Systems

ResNet50

Transfer Learning Classifier

Fine-tuned ResNet50 for 10-category classification with systematic error analysis.

93.4%Accuracy
TensorFlowResNet50

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Educational AI Assistant

LLM-driven educational assistant with semantic indexing achieving 88% response relevance.

88%Relevance
LLMsRAG