Breast Cancer Classification (AI)

Developed deep learning models (DenseNet, EfficientNet, VGG16) for breast cancer diagnosis with Grad-CAM heatmap visualization.

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3D Medical Imaging with LIDC

Created preprocessing and training pipelines for 3D CNNs using MONAI and PyTorch, improving classification of lung cancer from DICOM scans.

Market Analysis Agent

Built a multi-agent system for e-commerce using LLMs, sentiment analysis, scraping, and trend detection with LangChain orchestration.

Animal CNN

This repository includes training and evaluation of multiple neural network architectures for animal classification, such as: AlexNet, ShuffleNet, EfficientNet

Sound Recognition – Audio Classification (YAMNet - Embeddings)

Real-time environmental sound recognition using deep learning for edge deployment.

Sound Recognition – Audio Classification (CNN - Spectrogram)

Real-time environmental sound recognition using deep learning for edge deployment.